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6.954738,27.81894 c 0,0 22.229322,-0.57435 23.393202,-0.31613 z idpath13>/path>/svg>/div>span classfont-bold dark:font-semibold text-lg md:text-xl>CamelEdge/span>/a>/div>nav classhidden md:flex items-center space-x-6>a classtext-white hover:text-hovertext transition href/>Home/a>button typebutton idradix-:R2ikq: aria-haspopupmenu aria-expandedfalse data-stateclosed classtext-white hover:text-hovertext transition>Apps/button>a classtext-white hover:text-hovertext transition href/course>Courses/a>a classtext-white hover:text-hovertext transition href/about>About/a>button classtext-white focus:outline-none hover:text-hovertext p-2>svg strokecurrentColor fillcurrentColor stroke-width0 viewBox0 0 512 512 classfill-dark height1em width1em xmlnshttp://www.w3.org/2000/svg>path dM283.211 512c78.962 0 151.079-35.925 198.857-94.792 7.068-8.708-.639-21.43-11.562-19.35-124.203 23.654-238.262-71.576-238.262-196.954 0-72.222 38.662-138.635 101.498-174.394 9.686-5.512 7.25-20.197-3.756-22.23A258.156 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lg:h-full>img altlaptop with code loadinglazy width1920 height1282 decodingasync data-nimg1 classh-full aspect-video w-full object-cover transition duration-500 stylecolor:transparent;background-size:cover;background-position:50% 50%;background-repeat:no-repeat;background-image:url("data:image/svg+xml;charsetutf-8,%3Csvg xmlns'http://www.w3.org/2000/svg' viewBox'0 0 1920 1282'%3E%3Cfilter id'b' color-interpolation-filters'sRGB'%3E%3CfeGaussianBlur stdDeviation'20'/%3E%3CfeColorMatrix values'1 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 100 -1' result's'/%3E%3CfeFlood x'0' y'0' width'100%25' height'100%25'/%3E%3CfeComposite operator'out' in's'/%3E%3CfeComposite in2'SourceGraphic'/%3E%3CfeGaussianBlur stdDeviation'20'/%3E%3C/filter%3E%3Cimage width'100%25' height'100%25' x'0' y'0' preserveAspectRatio'none' style'filter: url(%23b);' href'data:image/png;base64,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'/%3E%3C/svg%3E") srcSet/_next/image?url%2Fblog%2Flaptop-code.jpg&w1920&q75 1x, /_next/image?url%2Fblog%2Flaptop-code.jpg&w3840&q75 2x src/_next/image?url%2Fblog%2Flaptop-code.jpg&w3840&q75/>/div>div classlg:py-24>h2 classtext-3xl font-bold sm:text-4xl dark:text-light>Fast Prototyping of Deep Learning Multimodal Experiments with Hydra, PyTorch Lightning, and W&B/h2>p classmt-4 text-gray-600 dark:text-light>In this blog, we demonstrate how to rapidly run deep learning experiments for vision and multimodal AI using a Hydra-powered workflow. By leveraging PyTorch Lightning and W&B, we streamline training, logging, and batch processing of images with CLIP and LLM pipelines./p>a href/post/productivity/multimodal-prototyping-library>h2 classmt-8 inline-block  bg-camelDark px-12 py-3 text-sm font-medium text-white transition hover:bg-camelDark/80>Read More/h2>/a>p classtext-gray-500 text-sm mt-4>Published on span classfont-semibold text-gray-700>Thu Sep 18 2025/span>/p>/div>/div>/div>/section>section classw-full  mt-4 sm:mt-8 px-5 sm:px-20 flex flex-col items-center justify-center>div classflex items-center w-full>div classh-px flex-1 bg-camelDark dark:bg-camel>/div>span classshrink-0 px-6>h2 classw-fit inline-block font-bold capitalize text-xl md:text-2xl text-camelDark dark:text-camel>More Posts/h2>/span>div classh-px flex-1 bg-camelDark dark:bg-camel>/div>/div>div classgrid grid-cols-1 sm:grid-cols-2 lg:grid-cols-3 gap-4 mt-4 sm:mt-8>article classcol-span-1 row-span-1 relative>article classoverflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white>a class inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0 href/category/ai>ai/a>img alttrain depiction loadinglazy width1920 height1152 decodingasync data-nimg1 classh-56 w-full object-cover stylecolor:transparent srcSet/_next/image?url%2Fblog%2Fkhyati.jpg&w1920&q75 1x, /_next/image?url%2Fblog%2Fkhyati.jpg&w3840&q75 2x src/_next/image?url%2Fblog%2Fkhyati.jpg&w3840&q75/>div classp-4 sm:p-6 >div class h-28 overflow-hidden>a classtext-lg font-medium text-gray-900 dark:text-camel href/post/ai/temporal-difference-reinforcement-learning>h3 class hover:text-hovertext>Learning On the Go: Temporal-Difference Learning in Reinforcement Learning/h3>/a>p classmt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel>This blog explores the concept of Temporal-Difference Learning in Reinforcement Learning, blending the strengths of Monte Carlo methods and Dynamic Programming for faster, more flexible learning./p>/div>a classgroup mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600 href/post/ai/temporal-difference-reinforcement-learning>Read Morespan aria-hiddentrue classblock transition-all group-hover:ms-0.5 rtl:rotate-180>→/span>/a>p classtext-gray-500 text-sm mt-4>Updated on span classfont-semibold text-gray-700>Tue Apr 29 2025/span>/p>/div>/article>/article>article classcol-span-1 row-span-1 relative>article classoverflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white>a class inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0 href/category/ai>ai/a>img altrobot loadinglazy width1280 height960 decodingasync data-nimg1 classh-56 w-full object-cover stylecolor:transparent srcSet/_next/image?url%2Fblog%2Frobotman.jpg&w1920&q75 1x, /_next/image?url%2Fblog%2Frobotman.jpg&w3840&q75 2x src/_next/image?url%2Fblog%2Frobotman.jpg&w3840&q75/>div classp-4 sm:p-6 >div class h-28 overflow-hidden>a classtext-lg font-medium text-gray-900 dark:text-camel href/post/ai/monte-carlo-reinforcement-learning>h3 class hover:text-hovertext>Learning by Doing: Monte Carlo Methods in Reinforcement Learning/h3>/a>p classmt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel>This post explores **Monte Carlo methods** in reinforcement learning — a class of algorithms that learn by averaging returns after complete episodes of experience. We break down how agents can evaluate and improve policies using only sampled trajectories, without knowing the environment’s dynamics./p>/div>a classgroup mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600 href/post/ai/monte-carlo-reinforcement-learning>Read Morespan aria-hiddentrue classblock transition-all group-hover:ms-0.5 rtl:rotate-180>→/span>/a>p classtext-gray-500 text-sm mt-4>Updated on span classfont-semibold text-gray-700>Thu Apr 17 2025/span>/p>/div>/article>/article>article classcol-span-1 row-span-1 relative>article classoverflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white>a class inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0 href/category/ai>ai/a>img altcat loadinglazy width1280 height960 decodingasync data-nimg1 classh-56 w-full object-cover stylecolor:transparent srcSet/_next/image?url%2Fblog%2Frobot.jpg&w1920&q75 1x, /_next/image?url%2Fblog%2Frobot.jpg&w3840&q75 2x src/_next/image?url%2Fblog%2Frobot.jpg&w3840&q75/>div classp-4 sm:p-6 >div class h-28 overflow-hidden>a classtext-lg font-medium text-gray-900 dark:text-camel href/post/ai/robot-localization>h3 class hover:text-hovertext>Robot Localization: From HMMs to Particle Filters/h3>/a>p classmt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel>This blog post delves into the application of Hidden Markov Models and Particle Filters for solving the robot localization problem, providing insights into their theoretical and practical aspects./p>/div>a classgroup mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600 href/post/ai/robot-localization>Read Morespan aria-hiddentrue classblock transition-all group-hover:ms-0.5 rtl:rotate-180>→/span>/a>p classtext-gray-500 text-sm mt-4>Updated on span classfont-semibold text-gray-700>Mon Mar 17 2025/span>/p>/div>/article>/article>article classcol-span-1 row-span-1 relative>article classoverflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white>a class inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0 href/category/ai>ai/a>img altchess loadinglazy width1920 height1080 decodingasync data-nimg1 classh-56 w-full object-cover stylecolor:transparent srcSet/_next/image?url%2Fblog%2Fchess%20copy.jpg&w1920&q75 1x, /_next/image?url%2Fblog%2Fchess%20copy.jpg&w3840&q75 2x src/_next/image?url%2Fblog%2Fchess%20copy.jpg&w3840&q75/>div classp-4 sm:p-6 >div class h-28 overflow-hidden>a classtext-lg font-medium text-gray-900 dark:text-camel href/post/ai/games>h3 class hover:text-hovertext>Minimax Algorithm for Game AI: Alpha-Beta Pruning, Cutoff Search, Expectimax/h3>/a>p classmt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel>Explore the foundational Minimax algorithm and its powerful enhancements, including alpha-beta pruning and cutoff search, for building intelligent game-playing agents. Learn how these techniques enable AI to navigate complex game trees and make optimal decisions./p>/div>a classgroup mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600 href/post/ai/games>Read Morespan aria-hiddentrue classblock transition-all group-hover:ms-0.5 rtl:rotate-180>→/span>/a>p classtext-gray-500 text-sm mt-4>Updated on span classfont-semibold text-gray-700>Tue Feb 25 2025/span>/p>/div>/article>/article>article classcol-span-1 row-span-1 relative>article classoverflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white>a class inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0 href/category/ai>ai/a>img altpuzzle loadinglazy width1280 height853 decodingasync data-nimg1 classh-56 w-full object-cover stylecolor:transparent srcSet/_next/image?url%2Fblog%2Fpuzzle.jpg&w1920&q75 1x, /_next/image?url%2Fblog%2Fpuzzle.jpg&w3840&q75 2x src/_next/image?url%2Fblog%2Fpuzzle.jpg&w3840&q75/>div classp-4 sm:p-6 >div class h-28 overflow-hidden>a classtext-lg font-medium text-gray-900 dark:text-camel href/post/ai/constraint-satisfaction-problems>h3 class hover:text-hovertext>Solving Constraint Satisfaction Problems in AI: Backtracking, Arc Consistency, and Heuristics/h3>/a>p classmt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel>Constraint Satisfaction Problems (CSPs) are fundamental in AI, used to solve complex problems. This blog explores key CSP-solving techniques, including backtracking, forward checking, arc consistency, and heuristics, to optimize search efficiency and find solutions effectively./p>/div>a classgroup mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600 href/post/ai/constraint-satisfaction-problems>Read Morespan aria-hiddentrue classblock transition-all group-hover:ms-0.5 rtl:rotate-180>→/span>/a>p classtext-gray-500 text-sm mt-4>Updated on span classfont-semibold text-gray-700>Thu Feb 06 2025/span>/p>/div>/article>/article>article classcol-span-1 row-span-1 relative>article classoverflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white>a class inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0 href/category/web-development>web development/a>img altsecurity loadinglazy width1920 height1280 decodingasync data-nimg1 classh-56 w-full object-cover stylecolor:transparent srcSet/_next/image?url%2Fblog%2Fsecurity.jpg&w1920&q75 1x, /_next/image?url%2Fblog%2Fsecurity.jpg&w3840&q75 2x src/_next/image?url%2Fblog%2Fsecurity.jpg&w3840&q75/>div classp-4 sm:p-6 >div class h-28 overflow-hidden>a classtext-lg font-medium text-gray-900 dark:text-camel href/post/web-development/secure-api-oauth2-jwt-aws-cognito-part-3>h3 class hover:text-hovertext>Secure API with OAuth2, JWT, and AWS Cognito - Part 3/h3>/a>p classmt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel>Learn how to secure your API using OAuth2, JWT, and AWS Cognito. Build a FastAPI application with user authentication and authorization./p>/div>a classgroup mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600 href/post/web-development/secure-api-oauth2-jwt-aws-cognito-part-3>Read Morespan aria-hiddentrue classblock transition-all group-hover:ms-0.5 rtl:rotate-180>→/span>/a>p classtext-gray-500 text-sm mt-4>Updated on span classfont-semibold text-gray-700>Mon Jan 20 2025/span>/p>/div>/article>/article>article classcol-span-1 row-span-1 relative>article classoverflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white>a class inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0 href/category/ai>ai/a>img altpicture of a compass loadinglazy width1280 height853 decodingasync data-nimg1 classh-56 w-full object-cover stylecolor:transparent srcSet/_next/image?url%2Fblog%2Fhill_climbing.jpg&w1920&q75 1x, /_next/image?url%2Fblog%2Fhill_climbing.jpg&w3840&q75 2x src/_next/image?url%2Fblog%2Fhill_climbing.jpg&w3840&q75/>div classp-4 sm:p-6 >div class h-28 overflow-hidden>a classtext-lg font-medium text-gray-900 dark:text-camel href/post/ai/local-search-algorithms>h3 class hover:text-hovertext>Local Search Algorithms: Hill Climbing, Simulated Annealing, and Genetic Algorithms/h3>/a>p classmt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel>This blog post explores local search algorithms such as Hill Climbing, Simulated Annealing, and Genetic Algorithms, which are used to find the optimal state in a state space./p>/div>a classgroup mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600 href/post/ai/local-search-algorithms>Read Morespan aria-hiddentrue classblock transition-all group-hover:ms-0.5 rtl:rotate-180>→/span>/a>p classtext-gray-500 text-sm mt-4>Updated on span classfont-semibold text-gray-700>Wed Jan 15 2025/span>/p>/div>/article>/article>article classcol-span-1 row-span-1 relative>article classoverflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white>a class inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0 href/category/web-development>web development/a>img altsecurity loadinglazy width1920 height1280 decodingasync data-nimg1 classh-56 w-full object-cover stylecolor:transparent srcSet/_next/image?url%2Fblog%2Fsecurity.jpg&w1920&q75 1x, /_next/image?url%2Fblog%2Fsecurity.jpg&w3840&q75 2x src/_next/image?url%2Fblog%2Fsecurity.jpg&w3840&q75/>div classp-4 sm:p-6 >div class h-28 overflow-hidden>a classtext-lg font-medium text-gray-900 dark:text-camel href/post/web-development/secure-api-oauth2-jwt-aws-cognito-part-2>h3 class hover:text-hovertext>Secure API with OAuth2, JWT, and AWS Cognito - Part 2/h3>/a>p classmt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel>Learn how to secure your API using OAuth2, JWT, and AWS Cognito. Build a FastAPI application with user authentication and authorization./p>/div>a classgroup mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600 href/post/web-development/secure-api-oauth2-jwt-aws-cognito-part-2>Read Morespan aria-hiddentrue classblock transition-all group-hover:ms-0.5 rtl:rotate-180>→/span>/a>p classtext-gray-500 text-sm mt-4>Updated on span classfont-semibold text-gray-700>Fri Jan 10 2025/span>/p>/div>/article>/article>article classcol-span-1 row-span-1 relative>article classoverflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white>a class inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0 href/category/web-development>web development/a>img altnumbers loadinglazy width1920 height1080 decodingasync data-nimg1 classh-56 w-full object-cover stylecolor:transparent srcSet/_next/image?url%2Fblog%2Fnumbers.jpg&w1920&q75 1x, /_next/image?url%2Fblog%2Fnumbers.jpg&w3840&q75 2x src/_next/image?url%2Fblog%2Fnumbers.jpg&w3840&q75/>div classp-4 sm:p-6 >div class h-28 overflow-hidden>a classtext-lg font-medium text-gray-900 dark:text-camel href/post/web-development/secure-api-oauth2-jwt-aws-cognito-part-1>h3 class hover:text-hovertext>How to Protect Your API with OAuth2, JWT, and AWS Cognito/h3>/a>p classmt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel>Learn how to secure your API using OAuth2, JWT, and AWS Cognito. Build a FastAPI application with user authentication and authorization./p>/div>a classgroup mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600 href/post/web-development/secure-api-oauth2-jwt-aws-cognito-part-1>Read Morespan aria-hiddentrue classblock transition-all group-hover:ms-0.5 rtl:rotate-180>→/span>/a>p classtext-gray-500 text-sm mt-4>Updated on span classfont-semibold text-gray-700>Tue Jan 07 2025/span>/p>/div>/article>/article>article classcol-span-1 row-span-1 relative>article classoverflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white>a class inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0 href/category/llm>llm/a>img altbook shelf loadinglazy width1280 height871 decodingasync data-nimg1 classh-56 w-full object-cover stylecolor:transparent srcSet/_next/image?url%2Fblog%2Flibrary.jpg&w1920&q75 1x, /_next/image?url%2Fblog%2Flibrary.jpg&w3840&q75 2x src/_next/image?url%2Fblog%2Flibrary.jpg&w3840&q75/>div classp-4 sm:p-6 >div class h-28 overflow-hidden>a classtext-lg font-medium text-gray-900 dark:text-camel href/post/llm/retrieval-augmented-generation>h3 class hover:text-hovertext>Unlocking the Power of Generative AI with Retrieval Augmented Generation (RAG)/h3>/a>p classmt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel>This blog explores the fundamentals and advancements of generative AI, including foundation models, prompt engineering, and Retrieval-Augmented Generation (RAG), highlighting their applications, frameworks, and practical implementations./p>/div>a classgroup mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600 href/post/llm/retrieval-augmented-generation>Read Morespan aria-hiddentrue classblock transition-all group-hover:ms-0.5 rtl:rotate-180>→/span>/a>p classtext-gray-500 text-sm mt-4>Updated on span classfont-semibold text-gray-700>Mon Dec 09 2024/span>/p>/div>/article>/article>article classcol-span-1 row-span-1 relative>article classoverflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white>a class inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0 href/category/computer-vision>computer vision/a>img altVibrant Carousel Ride at Outdoor Amusement Park loadinglazy width1280 height853 decodingasync data-nimg1 classh-56 w-full object-cover stylecolor:transparent srcSet/_next/image?url%2Fblog%2Fcarousel.jpg&w1920&q75 1x, /_next/image?url%2Fblog%2Fcarousel.jpg&w3840&q75 2x src/_next/image?url%2Fblog%2Fcarousel.jpg&w3840&q75/>div classp-4 sm:p-6 >div class h-28 overflow-hidden>a classtext-lg font-medium text-gray-900 dark:text-camel href/post/computer-vision/optical-flow>h3 class hover:text-hovertext>Unraveling Motion: A Deep Dive into Optical Flow in Computer Vision/h3>/a>p classmt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel>Explore the fascinating world of optical flow, the technique that allows computers to perceive and analyze motion in video frames. From understanding the aperture problem to comparing methods like Horn-Schunck and Lucas-Kanade, this blog delves into the principles and challenges behind motion estimation in computer vision./p>/div>a classgroup mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600 href/post/computer-vision/optical-flow>Read Morespan aria-hiddentrue classblock transition-all group-hover:ms-0.5 rtl:rotate-180>→/span>/a>p classtext-gray-500 text-sm mt-4>Updated on span classfont-semibold text-gray-700>Mon Dec 02 2024/span>/p>/div>/article>/article>article classcol-span-1 row-span-1 relative>article classoverflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white>a class inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0 href/category/productivity>productivity/a>img altMan Holding Mug in Front of Laptop loadinglazy width1920 height1280 decodingasync data-nimg1 classh-56 w-full object-cover stylecolor:transparent srcSet/_next/image?url%2Fblog%2Fblogger.jpg&w1920&q75 1x, /_next/image?url%2Fblog%2Fblogger.jpg&w3840&q75 2x src/_next/image?url%2Fblog%2Fblogger.jpg&w3840&q75/>div classp-4 sm:p-6 >div class h-28 overflow-hidden>a classtext-lg font-medium text-gray-900 dark:text-camel href/post/productivity/future-of-blog-writing>h3 class hover:text-hovertext>The Future of Blog Writing: Embracing Generative AI Tools/h3>/a>p classmt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel>Exploring how generative AI tools are transforming blog writing by enhancing creativity, efficiency, and personalization while redefining the role of writers./p>/div>a classgroup mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600 href/post/productivity/future-of-blog-writing>Read Morespan aria-hiddentrue classblock transition-all group-hover:ms-0.5 rtl:rotate-180>→/span>/a>p classtext-gray-500 text-sm mt-4>Updated on span classfont-semibold text-gray-700>Sun Nov 24 2024/span>/p>/div>/article>/article>article classcol-span-1 row-span-1 relative>article classoverflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white>a class inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0 href/category/productivity>productivity/a>img altillustration of making videos using code loadinglazy width1920 height1205 decodingasync data-nimg1 classh-56 w-full object-cover stylecolor:transparent srcSet/_next/image?url%2Fblog%2Fremotion.jpeg&w1920&q75 1x, /_next/image?url%2Fblog%2Fremotion.jpeg&w3840&q75 2x src/_next/image?url%2Fblog%2Fremotion.jpeg&w3840&q75/>div classp-4 sm:p-6 >div class h-28 overflow-hidden>a classtext-lg font-medium text-gray-900 dark:text-camel href/post/productivity/remotion-vs-motion-canvas>h3 class hover:text-hovertext>Creating Animations and Videos with Code: Remotion vs. Motion Canvas/h3>/a>p classmt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel>In this blog, we compare Remotion and Motion Canvas, two powerful tools for creating animations and videos through code. We explore their features, capabilities, and performance to help you choose the right one for your next creative project./p>/div>a classgroup mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600 href/post/productivity/remotion-vs-motion-canvas>Read Morespan aria-hiddentrue classblock transition-all group-hover:ms-0.5 rtl:rotate-180>→/span>/a>p classtext-gray-500 text-sm mt-4>Updated on span classfont-semibold text-gray-700>Wed Nov 20 2024/span>/p>/div>/article>/article>article classcol-span-1 row-span-1 relative>article classoverflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white>a class inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0 href/category/ai>ai/a>img altcat loadinglazy width1920 height1440 decodingasync data-nimg1 classh-56 w-full object-cover stylecolor:transparent srcSet/_next/image?url%2Fblog%2Fhmm_cat.png&w1920&q75 1x, /_next/image?url%2Fblog%2Fhmm_cat.png&w3840&q75 2x src/_next/image?url%2Fblog%2Fhmm_cat.png&w3840&q75/>div classp-4 sm:p-6 >div class h-28 overflow-hidden>a classtext-lg font-medium text-gray-900 dark:text-camel href/post/ai/hidden-markov-model>h3 class hover:text-hovertext>Demystifying Hidden Markov Models: A Beginner's Guide to AI Algorithms/h3>/a>p classmt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel>This blog demystifies the Hidden Markov Model (HMM). Through step-by-step explanations, it breaks down key concepts such as the Markov assumption, state transitions, and inference techniques like filtering and prediction./p>/div>a classgroup mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600 href/post/ai/hidden-markov-model>Read Morespan aria-hiddentrue classblock transition-all group-hover:ms-0.5 rtl:rotate-180>→/span>/a>p classtext-gray-500 text-sm mt-4>Updated on span classfont-semibold text-gray-700>Mon Nov 18 2024/span>/p>/div>/article>/article>article classcol-span-1 row-span-1 relative>article classoverflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white>a class inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0 href/category/computer-vision>computer vision/a>img altBlack Asphalt Road loadinglazy width1920 height1440 decodingasync data-nimg1 classh-56 w-full object-cover stylecolor:transparent srcSet/_next/image?url%2Fblog%2Fstructure.jpg&w1920&q75 1x, /_next/image?url%2Fblog%2Fstructure.jpg&w3840&q75 2x src/_next/image?url%2Fblog%2Fstructure.jpg&w3840&q75/>div classp-4 sm:p-6 >div class h-28 overflow-hidden>a classtext-lg font-medium text-gray-900 dark:text-camel href/post/computer-vision/structure-from-motion>h3 class hover:text-hovertext>A Beginner’s Guide to 3D Perception in Computer Vision: Structure-from-Motion Explained/h3>/a>p classmt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel>This blog explores the foundations of depth perception in computer vision, covering essential concepts like camera models, epipolar geometry, and structure-from-motion. Dive into how computers interpret 3D scenes from 2D images, building an understanding of the geometry that powers depth estimation and 3D reconstruction./p>/div>a classgroup mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600 href/post/computer-vision/structure-from-motion>Read Morespan aria-hiddentrue classblock transition-all group-hover:ms-0.5 rtl:rotate-180>→/span>/a>p classtext-gray-500 text-sm mt-4>Updated on span classfont-semibold text-gray-700>Sat Nov 09 2024/span>/p>/div>/article>/article>article classcol-span-1 row-span-1 relative>article classoverflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white>a class inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0 href/category/computer-vision>computer vision/a>img altshopping cart loadinglazy width1024 height1024 decodingasync data-nimg1 classh-56 w-full object-cover stylecolor:transparent srcSet/_next/image?url%2Fblog%2Fretail.jpeg&w1080&q75 1x, /_next/image?url%2Fblog%2Fretail.jpeg&w2048&q75 2x src/_next/image?url%2Fblog%2Fretail.jpeg&w2048&q75/>div classp-4 sm:p-6 >div class h-28 overflow-hidden>a classtext-lg font-medium text-gray-900 dark:text-camel href/post/computer-vision/cv-in-retail>h3 class hover:text-hovertext>Computer Vision in Retail: Top 5 Applications, Use cases and Future Trends/h3>/a>p classmt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel>Explore the transformative impact of computer vision in retail, including top applications, innovative use cases, and future trends. Learn how this advanced AI technology enables retailers to enhance in-store experiences, automate operations, and deliver personalized customer interactions that drive business growth./p>/div>a classgroup mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600 href/post/computer-vision/cv-in-retail>Read Morespan aria-hiddentrue classblock transition-all group-hover:ms-0.5 rtl:rotate-180>→/span>/a>p classtext-gray-500 text-sm mt-4>Updated on span classfont-semibold text-gray-700>Sat Nov 02 2024/span>/p>/div>/article>/article>article classcol-span-1 row-span-1 relative>article classoverflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white>a class inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0 href/category/productivity>productivity/a>img altAn artist’s illustration of artificial intelligence (AI) loadinglazy width1920 height1205 decodingasync data-nimg1 classh-56 w-full object-cover stylecolor:transparent srcSet/_next/image?url%2Fblog%2Faiwire.jpg&w1920&q75 1x, /_next/image?url%2Fblog%2Faiwire.jpg&w3840&q75 2x src/_next/image?url%2Fblog%2Faiwire.jpg&w3840&q75/>div classp-4 sm:p-6 >div class h-28 overflow-hidden>a classtext-lg font-medium text-gray-900 dark:text-camel href/post/productivity/essential-practical-skills>h3 class hover:text-hovertext>5 essential practical skills you need to master as a AI solopreneur that will earn money as you learn/h3>/a>p classmt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel>This blog post provides essential practical skills every AI solopreneur needs to learn and earn from, covering areas like data sourcing, model fine-tuning, prompt engineering, and deployment. From mastering web scraping to building and fine-tuning AI models, it highlights actionable steps to transform AI expertise into a profitable venture./p>/div>a classgroup mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600 href/post/productivity/essential-practical-skills>Read Morespan aria-hiddentrue classblock transition-all group-hover:ms-0.5 rtl:rotate-180>→/span>/a>p classtext-gray-500 text-sm mt-4>Updated on span classfont-semibold text-gray-700>Mon Oct 28 2024/span>/p>/div>/article>/article>article classcol-span-1 row-span-1 relative>article classoverflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white>a class inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0 href/category/productivity>productivity/a>img altGray and Black Laptop Computer loadinglazy width1280 height853 decodingasync data-nimg1 classh-56 w-full object-cover stylecolor:transparent srcSet/_next/image?url%2Fblog%2Fblacklaptop.jpg&w1920&q75 1x, /_next/image?url%2Fblog%2Fblacklaptop.jpg&w3840&q75 2x src/_next/image?url%2Fblog%2Fblacklaptop.jpg&w3840&q75/>div classp-4 sm:p-6 >div class h-28 overflow-hidden>a classtext-lg font-medium text-gray-900 dark:text-camel href/post/llm/mcq>h3 class hover:text-hovertext>Automating MCQ Creation with Streamlit, LLMs, and Google Forms Integration/h3>/a>p classmt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel>This blog explains how to build a Streamlit web app that generates multiple-choice questions (MCQs) from lecture content using a language model (LLM). It also demonstrates how to integrate these questions into a Google Quiz using the Forms API for automated quiz creation/p>/div>a classgroup mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600 href/post/llm/mcq>Read Morespan aria-hiddentrue classblock transition-all group-hover:ms-0.5 rtl:rotate-180>→/span>/a>p classtext-gray-500 text-sm mt-4>Updated on span classfont-semibold text-gray-700>Mon Oct 14 2024/span>/p>/div>/article>/article>article classcol-span-1 row-span-1 relative>article classoverflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white>a class inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0 href/category/computer-vision>computer vision/a>img altBlack Asphalt Road loadinglazy width1280 height854 decodingasync data-nimg1 classh-56 w-full object-cover stylecolor:transparent srcSet/_next/image?url%2Fblog%2Fblack_road.jpg&w1920&q75 1x, /_next/image?url%2Fblog%2Fblack_road.jpg&w3840&q75 2x src/_next/image?url%2Fblog%2Fblack_road.jpg&w3840&q75/>div classp-4 sm:p-6 >div class h-28 overflow-hidden>a classtext-lg font-medium text-gray-900 dark:text-camel href/post/computer-vision/image-transformations>h3 class hover:text-hovertext>Exploring Image Transformations: From Affine to Projective Techniques in Computer Vision/h3>/a>p classmt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel>This blog delves into the fundamentals of image transformations in computer vision, covering affine and projective transformations, including homography/p>/div>a classgroup mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600 href/post/computer-vision/image-transformations>Read Morespan aria-hiddentrue classblock transition-all group-hover:ms-0.5 rtl:rotate-180>→/span>/a>p classtext-gray-500 text-sm mt-4>Updated on span classfont-semibold text-gray-700>Wed Oct 09 2024/span>/p>/div>/article>/article>article classcol-span-1 row-span-1 relative>article classoverflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white>a class inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0 href/category/productivity>productivity/a>img altSilhouette of person making circles with flashlight on dark street loadinglazy width1280 height944 decodingasync data-nimg1 classh-56 w-full object-cover stylecolor:transparent srcSet/_next/image?url%2Fblog%2Ftransition.jpg&w1920&q75 1x, /_next/image?url%2Fblog%2Ftransition.jpg&w3840&q75 2x src/_next/image?url%2Fblog%2Ftransition.jpg&w3840&q75/>div classp-4 sm:p-6 >div class h-28 overflow-hidden>a classtext-lg font-medium text-gray-900 dark:text-camel href/post/productivity/video-transition-blender>h3 class hover:text-hovertext>Automating Video Transition Creation in Blender Using Python/h3>/a>p classmt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel>In this blog, you will learn how to create smooth video transitions in Blender using Python by animating a grid mesh and blending images with custom materials. We will walk through the process step-by-step, covering material creation, keyframe animation, and rendering dynamic scenes programmatically./p>/div>a classgroup mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600 href/post/productivity/video-transition-blender>Read Morespan aria-hiddentrue classblock transition-all group-hover:ms-0.5 rtl:rotate-180>→/span>/a>p classtext-gray-500 text-sm mt-4>Updated on span classfont-semibold text-gray-700>Sat Sep 21 2024/span>/p>/div>/article>/article>article classcol-span-1 row-span-1 relative>article classoverflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white>a class inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0 href/category/productivity>productivity/a>img altLow Angle View of Lighting Equipment on Shelf loadinglazy width1920 height1280 decodingasync data-nimg1 classh-56 w-full object-cover stylecolor:transparent srcSet/_next/image?url%2Fblog%2Fvideoediting.jpg&w1920&q75 1x, /_next/image?url%2Fblog%2Fvideoediting.jpg&w3840&q75 2x src/_next/image?url%2Fblog%2Fvideoediting.jpg&w3840&q75/>div classp-4 sm:p-6 >div class h-28 overflow-hidden>a classtext-lg font-medium text-gray-900 dark:text-camel href/post/productivity/video-editing-using-ffmpeg>h3 class hover:text-hovertext>Mastering Video Editing with FFmpeg: Compress, Speed Up, and Remove Silence/h3>/a>p classmt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel>This blog post explores how to effectively use FFmpeg for video editing, including video compression, changing speed without altering audio pitch, and removing silence. Perfect for tech enthusiasts and content creators looking to enhance their video content seamlessly./p>/div>a classgroup mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600 href/post/productivity/video-editing-using-ffmpeg>Read Morespan aria-hiddentrue classblock transition-all group-hover:ms-0.5 rtl:rotate-180>→/span>/a>p classtext-gray-500 text-sm mt-4>Updated on span classfont-semibold text-gray-700>Tue Sep 17 2024/span>/p>/div>/article>/article>article classcol-span-1 row-span-1 relative>article classoverflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white>a class inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0 href/category/productivity>productivity/a>img altblack and white laptop computer on brown wooden desk loadinglazy width1280 height850 decodingasync data-nimg1 classh-56 w-full object-cover stylecolor:transparent srcSet/_next/image?url%2Fblog%2Fwoodenlaptop.jpg&w1920&q75 1x, /_next/image?url%2Fblog%2Fwoodenlaptop.jpg&w3840&q75 2x src/_next/image?url%2Fblog%2Fwoodenlaptop.jpg&w3840&q75/>div classp-4 sm:p-6 >div class h-28 overflow-hidden>a classtext-lg font-medium text-gray-900 dark:text-camel href/post/productivity/top-resources>h3 class hover:text-hovertext>Your Guide to Staying Ahead of the Curve: Top Websites and Resources for Innovators/h3>/a>p classmt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel>This blog post offers a comprehensive guide to valuable websites and resources for innovators and tech enthusiasts. It covers AI-related news, product discovery platforms, and communities for entrepreneurs, providing you with the tools to stay informed and inspired in the fast-paced world of technology./p>/div>a classgroup mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600 href/post/productivity/top-resources>Read Morespan aria-hiddentrue classblock transition-all group-hover:ms-0.5 rtl:rotate-180>→/span>/a>p classtext-gray-500 text-sm mt-4>Updated on span classfont-semibold text-gray-700>Mon Sep 16 2024/span>/p>/div>/article>/article>article classcol-span-1 row-span-1 relative>article classoverflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white>a class inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0 href/category/ai>ai/a>img altpicture of manydoors loadinglazy width1920 height1024 decodingasync data-nimg1 classh-56 w-full object-cover stylecolor:transparent srcSet/_next/image?url%2Fblog%2Fdoors.jpg&w1920&q75 1x, /_next/image?url%2Fblog%2Fdoors.jpg&w3840&q75 2x src/_next/image?url%2Fblog%2Fdoors.jpg&w3840&q75/>div classp-4 sm:p-6 >div class h-28 overflow-hidden>a classtext-lg font-medium text-gray-900 dark:text-camel href/post/ai/markov-decision-process>h3 class hover:text-hovertext>Mastering Markov Decision Processes: A Comprehensive Guide/h3>/a>p classmt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel>A comprehensive guide to understanding and mastering Markov Decision Processes (MDPs) in reinforcement learning./p>/div>a classgroup mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600 href/post/ai/markov-decision-process>Read Morespan aria-hiddentrue classblock transition-all group-hover:ms-0.5 rtl:rotate-180>→/span>/a>p classtext-gray-500 text-sm mt-4>Updated on span classfont-semibold text-gray-700>Sun Sep 08 2024/span>/p>/div>/article>/article>article classcol-span-1 row-span-1 relative>article classoverflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white>a class inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0 href/category/ai>ai/a>img altpicture of a compass loadinglazy width1920 height1081 decodingasync data-nimg1 classh-56 w-full object-cover stylecolor:transparent srcSet/_next/image?url%2Fblog%2Fcompass.jpg&w1920&q75 1x, /_next/image?url%2Fblog%2Fcompass.jpg&w3840&q75 2x src/_next/image?url%2Fblog%2Fcompass.jpg&w3840&q75/>div classp-4 sm:p-6 >div class h-28 overflow-hidden>a classtext-lg font-medium text-gray-900 dark:text-camel href/post/ai/problem-solving-by-searching>h3 class hover:text-hovertext>BFS, DFS, Uniform Cost Search and A* Algorithms: Mastering Search Techniques in AI Problem Solving/h3>/a>p classmt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel>This blog delves into the world of AI problem-solving through search algorithms, exploring Breadth-First Search (BFS), Depth-First Search (DFS), Uniform Cost Search (UCS), and A* Search algorithms./p>/div>a classgroup mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600 href/post/ai/problem-solving-by-searching>Read Morespan aria-hiddentrue classblock transition-all group-hover:ms-0.5 rtl:rotate-180>→/span>/a>p classtext-gray-500 text-sm mt-4>Updated on span classfont-semibold text-gray-700>Sat Aug 31 2024/span>/p>/div>/article>/article>article classcol-span-1 row-span-1 relative>article classoverflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white>a class inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0 href/category/deep-learning>deep learning/a>img altUnderstanding Artificial Intelligence: The Future of Technology loadinglazy width1024 height1024 decodingasync data-nimg1 classh-56 w-full object-cover stylecolor:transparent srcSet/_next/image?url%2Fblog%2Fneuralnetwork.jpeg&w1080&q75 1x, /_next/image?url%2Fblog%2Fneuralnetwork.jpeg&w2048&q75 2x src/_next/image?url%2Fblog%2Fneuralnetwork.jpeg&w2048&q75/>div classp-4 sm:p-6 >div class h-28 overflow-hidden>a classtext-lg font-medium text-gray-900 dark:text-camel href/post/deep-learning/artificial-neural-network>h3 class hover:text-hovertext>Demystifying Artificial Neural Networks: A Comprehensive Guide to AI's Building Blocks/h3>/a>p classmt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel>Explore the fundamentals and applications of Artificial Neural Networks (ANNs) in this comprehensive guide, covering key concepts like perceptrons, activation functions, and practical examples of image classification and regression./p>/div>a classgroup mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600 href/post/deep-learning/artificial-neural-network>Read Morespan aria-hiddentrue classblock transition-all group-hover:ms-0.5 rtl:rotate-180>→/span>/a>p classtext-gray-500 text-sm mt-4>Updated on span classfont-semibold text-gray-700>Mon Aug 19 2024/span>/p>/div>/article>/article>article classcol-span-1 row-span-1 relative>article classoverflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white>a class inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0 href/category/computer-vision>computer vision/a>img altfractal patterns loadinglazy width1920 height1280 decodingasync data-nimg1 classh-56 w-full object-cover stylecolor:transparent srcSet/_next/image?url%2Fblog%2Fscene.jpg&w1920&q75 1x, /_next/image?url%2Fblog%2Fscene.jpg&w3840&q75 2x src/_next/image?url%2Fblog%2Fscene.jpg&w3840&q75/>div classp-4 sm:p-6 >div class h-28 overflow-hidden>a classtext-lg font-medium text-gray-900 dark:text-camel href/post/computer-vision/feature-matching-and-ransac>h3 class hover:text-hovertext>Feature Matching in Computer Vision: A Deep Dive into SIFT, NNDR, and RANSAC/h3>/a>p classmt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel>Discover feature detection and matching in computer vision with a deep dive into the SIFT algorithm, NNDR ratio test, and RANSAC for accurate image analysis, complete with practical examples and Python code/p>/div>a classgroup mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600 href/post/computer-vision/feature-matching-and-ransac>Read Morespan aria-hiddentrue classblock transition-all group-hover:ms-0.5 rtl:rotate-180>→/span>/a>p classtext-gray-500 text-sm mt-4>Updated on span classfont-semibold text-gray-700>Wed Aug 14 2024/span>/p>/div>/article>/article>article classcol-span-1 row-span-1 relative>article classoverflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white>a class inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0 href/category/computer-vision>computer vision/a>img altfractal patterns loadinglazy width1920 height1280 decodingasync data-nimg1 classh-56 w-full object-cover stylecolor:transparent srcSet/_next/image?url%2Fblog%2Ffractals.jpg&w1920&q75 1x, /_next/image?url%2Fblog%2Ffractals.jpg&w3840&q75 2x src/_next/image?url%2Fblog%2Ffractals.jpg&w3840&q75/>div classp-4 sm:p-6 >div class h-28 overflow-hidden>a classtext-lg font-medium text-gray-900 dark:text-camel href/post/computer-vision/feature-detectors-and-descriptors>h3 class hover:text-hovertext>Feature Detectors and Descriptors: The Backbone of Computer Vision/h3>/a>p classmt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel>This blog delves into feature detectors and descriptors in computer vision, focusing on the SIFT algorithm, exploring their roles in detecting, describing, and matching features across images/p>/div>a classgroup mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600 href/post/computer-vision/feature-detectors-and-descriptors>Read Morespan aria-hiddentrue classblock transition-all group-hover:ms-0.5 rtl:rotate-180>→/span>/a>p classtext-gray-500 text-sm mt-4>Updated on span classfont-semibold text-gray-700>Sat Aug 10 2024/span>/p>/div>/article>/article>article classcol-span-1 row-span-1 relative>article classoverflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white>a class inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0 href/category/computer-vision>computer vision/a>img altbuildings with lots of corners loadinglazy width1920 height1280 decodingasync data-nimg1 classh-56 w-full object-cover stylecolor:transparent srcSet/_next/image?url%2Fblog%2Fblob.jpg&w1920&q75 1x, /_next/image?url%2Fblog%2Fblob.jpg&w3840&q75 2x src/_next/image?url%2Fblog%2Fblob.jpg&w3840&q75/>div classp-4 sm:p-6 >div class h-28 overflow-hidden>a classtext-lg font-medium text-gray-900 dark:text-camel href/post/blob-detection>h3 class hover:text-hovertext>Understanding Blob Detection: Multiscale Space Filtering and Its Importance/h3>/a>p classmt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel>This blog explores blob detection in computer vision, emphasizing the importance of multiscale space filtering and the Laplacian of Gaussian (LoG) filter in identifying significant features across different scales and levels of detail in images/p>/div>a classgroup mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600 href/post/blob-detection>Read Morespan aria-hiddentrue classblock transition-all group-hover:ms-0.5 rtl:rotate-180>→/span>/a>p classtext-gray-500 text-sm mt-4>Updated on span classfont-semibold text-gray-700>Tue Aug 06 2024/span>/p>/div>/article>/article>article classcol-span-1 row-span-1 relative>article classoverflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white>a class inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0 href/category/computer-vision>computer vision/a>img altbuildings with lots of corners loadinglazy width1280 height960 decodingasync data-nimg1 classh-56 w-full object-cover stylecolor:transparent srcSet/_next/image?url%2Fblog%2Fcorner.jpg&w1920&q75 1x, /_next/image?url%2Fblog%2Fcorner.jpg&w3840&q75 2x src/_next/image?url%2Fblog%2Fcorner.jpg&w3840&q75/>div classp-4 sm:p-6 >div class h-28 overflow-hidden>a classtext-lg font-medium text-gray-900 dark:text-camel href/post/corner-detection>h3 class hover:text-hovertext>From Edges to Corners: Exploring Harris Corner Detection in Computer Vision/h3>/a>p classmt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel>Dive into the world of computer vision as we explore how to identify and analyze key points within images. Discover the Harris Corner Detector and its role in extracting crucial information from images./p>/div>a classgroup mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600 href/post/corner-detection>Read Morespan aria-hiddentrue classblock transition-all group-hover:ms-0.5 rtl:rotate-180>→/span>/a>p classtext-gray-500 text-sm mt-4>Updated on span classfont-semibold text-gray-700>Sun Aug 04 2024/span>/p>/div>/article>/article>article classcol-span-1 row-span-1 relative>article classoverflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white>a class inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0 href/category/computer-vision>computer vision/a>img altA mountain with clouds loadinglazy width1437 height960 decodingasync data-nimg1 classh-56 w-full object-cover stylecolor:transparent srcSet/_next/image?url%2Fblog%2Fmountain.jpg&w1920&q75 1x, 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classoverflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white>a class inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0 href/category/productivity>productivity/a>img altTop 13 X Accounts to Follow for AI Insights and Updates loadinglazy width1437 height960 decodingasync data-nimg1 classh-56 w-full object-cover stylecolor:transparent srcSet/_next/image?url%2Fblog%2Fx.jpg&w1920&q75 1x, /_next/image?url%2Fblog%2Fx.jpg&w3840&q75 2x src/_next/image?url%2Fblog%2Fx.jpg&w3840&q75/>div classp-4 sm:p-6 >div class h-28 overflow-hidden>a classtext-lg font-medium text-gray-900 dark:text-camel href/post/13-x-accounts-ai>h3 class hover:text-hovertext>Top 13 X Accounts to Follow for Artificial Intelligence Insights and Updates/h3>/a>p classmt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel>Stay updated on AI advancements and insights by following these top Twitter accounts from leading experts and researchers/p>/div>a classgroup mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600 href/post/13-x-accounts-ai>Read Morespan aria-hiddentrue classblock transition-all group-hover:ms-0.5 rtl:rotate-180>→/span>/a>p classtext-gray-500 text-sm mt-4>Updated on span classfont-semibold text-gray-700>Wed Jul 31 2024/span>/p>/div>/article>/article>article classcol-span-1 row-span-1 relative>article classoverflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white>a class inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0 href/category/productivity>productivity/a>img alt5 Must-Watch YouTube Videos for Personal and Professional Growth: Lessons to Elevate Your Life loadinglazy width1437 height960 decodingasync data-nimg1 classh-56 w-full object-cover stylecolor:transparent srcSet/_next/image?url%2Fblog%2Fproductivity.jpg&w1920&q75 1x, /_next/image?url%2Fblog%2Fproductivity.jpg&w3840&q75 2x src/_next/image?url%2Fblog%2Fproductivity.jpg&w3840&q75/>div classp-4 sm:p-6 >div class h-28 overflow-hidden>a classtext-lg font-medium text-gray-900 dark:text-camel href/post/5-Must-Watch-YouTube-Videos>h3 class hover:text-hovertext>5 Must-Watch YouTube Videos for Personal and Professional Growth: Lessons to Elevate Your Life/h3>/a>p classmt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel>Discover five essential YouTube videos that offer powerful life lessons to boost your personal and professional growth/p>/div>a classgroup mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600 href/post/5-Must-Watch-YouTube-Videos>Read Morespan aria-hiddentrue classblock transition-all group-hover:ms-0.5 rtl:rotate-180>→/span>/a>p classtext-gray-500 text-sm mt-4>Updated on span classfont-semibold text-gray-700>Wed Jul 31 2024/span>/p>/div>/article>/article>article classcol-span-1 row-span-1 relative>article classoverflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white>a class inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0 href/category/web-development>web development/a>img altBuilding a Next.js App loadinglazy width1280 height960 decodingasync data-nimg1 classh-56 w-full object-cover stylecolor:transparent srcSet/_next/image?url%2Fblog%2Flaptop.jpg&w1920&q75 1x, /_next/image?url%2Fblog%2Flaptop.jpg&w3840&q75 2x src/_next/image?url%2Fblog%2Flaptop.jpg&w3840&q75/>div classp-4 sm:p-6 >div class h-28 overflow-hidden>a classtext-lg font-medium text-gray-900 dark:text-camel href/post/hosting-nextjs-awsamplify-python-lambda>h3 class hover:text-hovertext>Building a Next.js App with AWS Amplify, Lambda, and OpenAI API/h3>/a>p classmt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel>This blog provides a step-by-step guide to building a Next.js app with AWS Amplify and Python-based Lambda function to fetch and display quotes using the OpenAI API/p>/div>a classgroup mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600 href/post/hosting-nextjs-awsamplify-python-lambda>Read Morespan aria-hiddentrue classblock transition-all group-hover:ms-0.5 rtl:rotate-180>→/span>/a>p classtext-gray-500 text-sm mt-4>Updated on span classfont-semibold text-gray-700>Tue Jul 30 2024/span>/p>/div>/article>/article>article classcol-span-1 row-span-1 relative>article classoverflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white>a class inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0 href/category/computer-vision>computer vision/a>img altExploring Linear and Non-linear Image Filters loadinglazy width1437 height960 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2024/span>/p>/div>/article>/article>article classcol-span-1 row-span-1 relative>article classoverflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white>a class inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0 href/category/machine-learning>machine learning/a>img altUnderstanding Naive Bayes: A Simple and Effective Classification Algorithm loadinglazy width1437 height960 decodingasync data-nimg1 classh-56 w-full object-cover stylecolor:transparent srcSet/_next/image?url%2Fblog%2Fchess.jpg&w1920&q75 1x, /_next/image?url%2Fblog%2Fchess.jpg&w3840&q75 2x src/_next/image?url%2Fblog%2Fchess.jpg&w3840&q75/>div classp-4 sm:p-6 >div class h-28 overflow-hidden>a classtext-lg font-medium text-gray-900 dark:text-camel href/post/naive-bayes>h3 class hover:text-hovertext>Understanding Naive Bayes: A Simple and Effective Classification Algorithm/h3>/a>p classmt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel>Explore Naive Bayes, an effective classification algorithm used in spam detection, medical diagnosis, and weather prediction./p>/div>a classgroup mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600 href/post/naive-bayes>Read Morespan aria-hiddentrue classblock transition-all group-hover:ms-0.5 rtl:rotate-180>→/span>/a>p classtext-gray-500 text-sm mt-4>Updated on span classfont-semibold text-gray-700>Fri Jul 26 2024/span>/p>/div>/article>/article>article classcol-span-1 row-span-1 relative>article classoverflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white>a class inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0 href/category/machine-learning>machine learning/a>img altUnderstanding Bayesian Networks: A Comprehensive Guide loadinglazy width1024 height1024 decodingasync data-nimg1 classh-56 w-full object-cover stylecolor:transparent srcSet/_next/image?url%2Fblog%2Fbayes.jpeg&w1080&q75 1x, /_next/image?url%2Fblog%2Fbayes.jpeg&w2048&q75 2x src/_next/image?url%2Fblog%2Fbayes.jpeg&w2048&q75/>div classp-4 sm:p-6 >div class h-28 overflow-hidden>a classtext-lg font-medium text-gray-900 dark:text-camel href/post/bayes-net>h3 class hover:text-hovertext>Understanding Bayesian Networks: A Comprehensive Guide/h3>/a>p classmt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel>This blog provides an in-depth explanation of Bayesian networks, demonstrating key concepts and calculations involved in probabilistic modeling./p>/div>a classgroup mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600 href/post/bayes-net>Read Morespan aria-hiddentrue classblock transition-all group-hover:ms-0.5 rtl:rotate-180>→/span>/a>p classtext-gray-500 text-sm mt-4>Updated on span classfont-semibold text-gray-700>Thu Jul 25 2024/span>/p>/div>/article>/article>article classcol-span-1 row-span-1 relative>article classoverflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white>a class inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0 href/category/computer-vision>computer vision/a>img altUnderstanding Computer Vision: Unlocking the Secrets of Visual Data loadinglazy width1366 height1080 decodingasync data-nimg1 classh-56 w-full object-cover stylecolor:transparent srcSet/_next/image?url%2Fblog%2Fcv-eye.png&w1920&q75 1x, /_next/image?url%2Fblog%2Fcv-eye.png&w3840&q75 2x src/_next/image?url%2Fblog%2Fcv-eye.png&w3840&q75/>div classp-4 sm:p-6 >div class h-28 overflow-hidden>a classtext-lg font-medium text-gray-900 dark:text-camel href/post/what-is-computer-vision>h3 class hover:text-hovertext>Understanding Computer Vision: Unlocking the Secrets of Visual Data/h3>/a>p classmt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel>Computer vision, a fascinating field within artificial intelligence, enables computers to interpret, analyze, and understand images and videos. /p>/div>a classgroup mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600 href/post/what-is-computer-vision>Read Morespan aria-hiddentrue classblock transition-all group-hover:ms-0.5 rtl:rotate-180>→/span>/a>p classtext-gray-500 text-sm mt-4>Updated on span classfont-semibold text-gray-700>Fri Jul 05 2024/span>/p>/div>/article>/article>article classcol-span-1 row-span-1 relative>article classoverflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white>a class inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0 href/category/ai>ai/a>img altUnderstanding Artificial Intelligence: The Future of Technology loadinglazy width640 height427 decodingasync data-nimg1 classh-56 w-full object-cover stylecolor:transparent srcSet/_next/image?url%2Fblog%2Fai.jpg&w640&q75 1x, /_next/image?url%2Fblog%2Fai.jpg&w1920&q75 2x src/_next/image?url%2Fblog%2Fai.jpg&w1920&q75/>div classp-4 sm:p-6 >div class h-28 overflow-hidden>a classtext-lg font-medium text-gray-900 dark:text-camel href/post/what-is-ai>h3 class hover:text-hovertext>Understanding Artificial Intelligence: The Future of Technology/h3>/a>p classmt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel>an in-depth overview of artificial intelligence (AI), exploring its definition, types, applications, challenges, and future prospects/p>/div>a classgroup mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600 href/post/what-is-ai>Read Morespan aria-hiddentrue classblock transition-all group-hover:ms-0.5 rtl:rotate-180>→/span>/a>p classtext-gray-500 text-sm mt-4>Updated on span classfont-semibold text-gray-700>Mon Aug 26 2024/span>/p>/div>/article>/article>article classcol-span-1 row-span-1 relative>article classoverflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white>a class inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0 href/category/computer-vision>computer vision/a>img altThe science of image formation and color loadinglazy width1437 height960 decodingasync data-nimg1 classh-56 w-full object-cover stylecolor:transparent srcSet/_next/image?url%2Fblog%2Fcolors.jpg&w1920&q75 1x, /_next/image?url%2Fblog%2Fcolors.jpg&w3840&q75 2x src/_next/image?url%2Fblog%2Fcolors.jpg&w3840&q75/>div classp-4 sm:p-6 >div class h-28 overflow-hidden>a classtext-lg font-medium text-gray-900 dark:text-camel href/post/image-formation>h3 class hover:text-hovertext>The science of image formation and color/h3>/a>p classmt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel>Exploring 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mt-4\,\children\:\Updated on \,\$\,\span\,null,{\className\:\font-semibold text-gray-700\,\children\:\Tue Apr 29 2025\}}}}},\$\,\article\,\1\,{\className\:\col-span-1 row-span-1 relative\,\children\:\$\,\article\,null,{\className\:\overflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white\,\children\:\$\,\$Ld\,null,{\href\:\/category/ai\,\className\:\ inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0\,\children\:\ai\},\$\,\$L13\,null,{\alt\:\robot\,\src\:\/blog/robotman.jpg\,\width\:1280,\height\:960,\className\:\h-56 w-full object-cover\},\$\,\div\,null,{\className\:\p-4 sm:p-6 \,\children\:\$\,\div\,null,{\className\:\ h-28 overflow-hidden\,\children\:\$\,\$Ld\,null,{\href\:\/post/ai/monte-carlo-reinforcement-learning\,\className\:\text-lg font-medium text-gray-900 dark:text-camel\,\children\:\$\,\h3\,null,{\className\:\ hover:text-hovertext\,\children\:\Learning by Doing: Monte Carlo Methods in Reinforcement Learning\}},\$\,\p\,null,{\className\:\mt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel\,\children\:\This post explores **Monte Carlo methods** in reinforcement learning — a class of algorithms that learn by averaging returns after complete episodes of experience. We break down how agents can evaluate and improve policies using only sampled trajectories, without knowing the environment’s dynamics.\}},\$\,\$Ld\,null,{\href\:\/post/ai/monte-carlo-reinforcement-learning\,\className\:\group mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600\,\children\:\Read More\,\$\,\span\,null,{\aria-hidden\:\true\,\className\:\block transition-all group-hover:ms-0.5 rtl:rotate-180\,\children\:\→\}},\$\,\p\,null,{\className\:\text-gray-500 text-sm mt-4\,\children\:\Updated on \,\$\,\span\,null,{\className\:\font-semibold text-gray-700\,\children\:\Thu Apr 17 2025\}}}}},\$\,\article\,\2\,{\className\:\col-span-1 row-span-1 relative\,\children\:\$\,\article\,null,{\className\:\overflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white\,\children\:\$\,\$Ld\,null,{\href\:\/category/ai\,\className\:\ inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0\,\children\:\ai\},\$\,\$L13\,null,{\alt\:\cat\,\src\:\/blog/robot.jpg\,\width\:1280,\height\:960,\className\:\h-56 w-full object-cover\},\$\,\div\,null,{\className\:\p-4 sm:p-6 \,\children\:\$\,\div\,null,{\className\:\ h-28 overflow-hidden\,\children\:\$\,\$Ld\,null,{\href\:\/post/ai/robot-localization\,\className\:\text-lg font-medium text-gray-900 dark:text-camel\,\children\:\$\,\h3\,null,{\className\:\ hover:text-hovertext\,\children\:\Robot Localization: From HMMs to Particle Filters\}},\$\,\p\,null,{\className\:\mt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel\,\children\:\This blog post delves into the application of Hidden Markov Models and Particle Filters for solving the robot localization problem, providing insights into their theoretical and practical aspects.\}},\$\,\$Ld\,null,{\href\:\/post/ai/robot-localization\,\className\:\group mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600\,\children\:\Read More\,\$\,\span\,null,{\aria-hidden\:\true\,\className\:\block transition-all group-hover:ms-0.5 rtl:rotate-180\,\children\:\→\}},\$\,\p\,null,{\className\:\text-gray-500 text-sm mt-4\,\children\:\Updated on \,\$\,\span\,null,{\className\:\font-semibold text-gray-700\,\children\:\Mon Mar 17 2025\}}}}},\$\,\article\,\3\,{\className\:\col-span-1 row-span-1 relative\,\children\:\$\,\article\,null,{\className\:\overflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white\,\children\:\$\,\$Ld\,null,{\href\:\/category/ai\,\className\:\ inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0\,\children\:\ai\},\$\,\$L13\,null,{\alt\:\chess\,\src\:\/blog/chess copy.jpg\,\width\:1920,\height\:1080,\className\:\h-56 w-full object-cover\},\$\,\div\,null,{\className\:\p-4 sm:p-6 \,\children\:\$\,\div\,null,{\className\:\ h-28 overflow-hidden\,\children\:\$\,\$Ld\,null,{\href\:\/post/ai/games\,\className\:\text-lg font-medium text-gray-900 dark:text-camel\,\children\:\$\,\h3\,null,{\className\:\ hover:text-hovertext\,\children\:\Minimax Algorithm for Game AI: Alpha-Beta Pruning, Cutoff Search, Expectimax\}},\$\,\p\,null,{\className\:\mt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel\,\children\:\Explore the foundational Minimax algorithm and its powerful enhancements, including alpha-beta pruning and cutoff search, for building intelligent game-playing agents. Learn how these techniques enable AI to navigate complex game trees and make optimal decisions.\}},\$\,\$Ld\,null,{\href\:\/post/ai/games\,\className\:\group mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600\,\children\:\Read More\,\$\,\span\,null,{\aria-hidden\:\true\,\className\:\block transition-all group-hover:ms-0.5 rtl:rotate-180\,\children\:\→\}},\$\,\p\,null,{\className\:\text-gray-500 text-sm mt-4\,\children\:\Updated on \,\$\,\span\,null,{\className\:\font-semibold text-gray-700\,\children\:\Tue Feb 25 2025\}}}}},\$\,\article\,\4\,{\className\:\col-span-1 row-span-1 relative\,\children\:\$\,\article\,null,{\className\:\overflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white\,\children\:\$\,\$Ld\,null,{\href\:\/category/ai\,\className\:\ inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0\,\children\:\ai\},\$\,\$L13\,null,{\alt\:\puzzle\,\src\:\/blog/puzzle.jpg\,\width\:1280,\height\:853,\className\:\h-56 w-full object-cover\},\$\,\div\,null,{\className\:\p-4 sm:p-6 \,\children\:\$\,\div\,null,{\className\:\ h-28 overflow-hidden\,\children\:\$\,\$Ld\,null,{\href\:\/post/ai/constraint-satisfaction-problems\,\className\:\text-lg font-medium text-gray-900 dark:text-camel\,\children\:\$\,\h3\,null,{\className\:\ hover:text-hovertext\,\children\:\Solving Constraint Satisfaction Problems in AI: Backtracking, Arc Consistency, and Heuristics\}},\$\,\p\,null,{\className\:\mt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel\,\children\:\Constraint Satisfaction Problems (CSPs) are fundamental in AI, used to solve complex problems. This blog explores key CSP-solving techniques, including backtracking, forward checking, arc consistency, and heuristics, to optimize search efficiency and find solutions effectively.\}},\$\,\$Ld\,null,{\href\:\/post/ai/constraint-satisfaction-problems\,\className\:\group mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600\,\children\:\Read More\,\$\,\span\,null,{\aria-hidden\:\true\,\className\:\block transition-all group-hover:ms-0.5 rtl:rotate-180\,\children\:\→\}},\$\,\p\,null,{\className\:\text-gray-500 text-sm mt-4\,\children\:\Updated on \,\$\,\span\,null,{\className\:\font-semibold text-gray-700\,\children\:\Thu Feb 06 2025\}}}}},\$\,\article\,\5\,{\className\:\col-span-1 row-span-1 relative\,\children\:\$\,\article\,null,{\className\:\overflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white\,\children\:\$\,\$Ld\,null,{\href\:\/category/web-development\,\className\:\ inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0\,\children\:\web development\},\$\,\$L13\,null,{\alt\:\security\,\src\:\/blog/security.jpg\,\width\:1920,\height\:1280,\className\:\h-56 w-full object-cover\},\$\,\div\,null,{\className\:\p-4 sm:p-6 \,\children\:\$\,\div\,null,{\className\:\ h-28 overflow-hidden\,\children\:\$\,\$Ld\,null,{\href\:\/post/web-development/secure-api-oauth2-jwt-aws-cognito-part-3\,\className\:\text-lg font-medium text-gray-900 dark:text-camel\,\children\:\$\,\h3\,null,{\className\:\ hover:text-hovertext\,\children\:\Secure API with OAuth2, JWT, and AWS Cognito - Part 3\}},\$\,\p\,null,{\className\:\mt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel\,\children\:\Learn how to secure your API using OAuth2, JWT, and AWS Cognito. Build a FastAPI application with user authentication and authorization.\}},\$\,\$Ld\,null,{\href\:\/post/web-development/secure-api-oauth2-jwt-aws-cognito-part-3\,\className\:\group mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600\,\children\:\Read More\,\$\,\span\,null,{\aria-hidden\:\true\,\className\:\block transition-all group-hover:ms-0.5 rtl:rotate-180\,\children\:\→\}},\$\,\p\,null,{\className\:\text-gray-500 text-sm mt-4\,\children\:\Updated on \,\$\,\span\,null,{\className\:\font-semibold text-gray-700\,\children\:\Mon Jan 20 2025\}}}}},\$\,\article\,\6\,{\className\:\col-span-1 row-span-1 relative\,\children\:\$\,\article\,null,{\className\:\overflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white\,\children\:\$\,\$Ld\,null,{\href\:\/category/ai\,\className\:\ inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0\,\children\:\ai\},\$\,\$L13\,null,{\alt\:\picture of a compass\,\src\:\/blog/hill_climbing.jpg\,\width\:1280,\height\:853,\className\:\h-56 w-full object-cover\},\$\,\div\,null,{\className\:\p-4 sm:p-6 \,\children\:\$\,\div\,null,{\className\:\ h-28 overflow-hidden\,\children\:\$\,\$Ld\,null,{\href\:\/post/ai/local-search-algorithms\,\className\:\text-lg font-medium text-gray-900 dark:text-camel\,\children\:\$\,\h3\,null,{\className\:\ hover:text-hovertext\,\children\:\Local Search Algorithms: Hill Climbing, Simulated Annealing, and Genetic Algorithms\}},\$\,\p\,null,{\className\:\mt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel\,\children\:\This blog post explores local search algorithms such as Hill Climbing, Simulated Annealing, and Genetic Algorithms, which are used to find the optimal state in a state space.\}},\$\,\$Ld\,null,{\href\:\/post/ai/local-search-algorithms\,\className\:\group mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600\,\children\:\Read More\,\$\,\span\,null,{\aria-hidden\:\true\,\className\:\block transition-all group-hover:ms-0.5 rtl:rotate-180\,\children\:\→\}},\$\,\p\,null,{\className\:\text-gray-500 text-sm mt-4\,\children\:\Updated on \,\$\,\span\,null,{\className\:\font-semibold text-gray-700\,\children\:\Wed Jan 15 2025\}}}}},\$\,\article\,\7\,{\className\:\col-span-1 row-span-1 relative\,\children\:\$\,\article\,null,{\className\:\overflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white\,\children\:\$\,\$Ld\,null,{\href\:\/category/web-development\,\className\:\ inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0\,\children\:\web development\},\$\,\$L13\,null,{\alt\:\security\,\src\:\/blog/security.jpg\,\width\:1920,\height\:1280,\className\:\h-56 w-full object-cover\},\$\,\div\,null,{\className\:\p-4 sm:p-6 \,\children\:\$\,\div\,null,{\className\:\ h-28 overflow-hidden\,\children\:\$\,\$Ld\,null,{\href\:\/post/web-development/secure-api-oauth2-jwt-aws-cognito-part-2\,\className\:\text-lg font-medium text-gray-900 dark:text-camel\,\children\:\$\,\h3\,null,{\className\:\ hover:text-hovertext\,\children\:\Secure API with OAuth2, JWT, and AWS Cognito - Part 2\}},\$\,\p\,null,{\className\:\mt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel\,\children\:\Learn how to secure your API using OAuth2, JWT, and AWS Cognito. Build a FastAPI application with user authentication and authorization.\}},\$\,\$Ld\,null,{\href\:\/post/web-development/secure-api-oauth2-jwt-aws-cognito-part-2\,\className\:\group mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600\,\children\:\Read More\,\$\,\span\,null,{\aria-hidden\:\true\,\className\:\block transition-all group-hover:ms-0.5 rtl:rotate-180\,\children\:\→\}},\$\,\p\,null,{\className\:\text-gray-500 text-sm mt-4\,\children\:\Updated on \,\$\,\span\,null,{\className\:\font-semibold text-gray-700\,\children\:\Fri Jan 10 2025\}}}}},\$\,\article\,\8\,{\className\:\col-span-1 row-span-1 relative\,\children\:\$\,\article\,null,{\className\:\overflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white\,\children\:\$\,\$Ld\,null,{\href\:\/category/web-development\,\className\:\ inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0\,\children\:\web development\},\$\,\$L13\,null,{\alt\:\numbers\,\src\:\/blog/numbers.jpg\,\width\:1920,\height\:1080,\className\:\h-56 w-full object-cover\},\$\,\div\,null,{\className\:\p-4 sm:p-6 \,\children\:\$\,\div\,null,{\className\:\ h-28 overflow-hidden\,\children\:\$\,\$Ld\,null,{\href\:\/post/web-development/secure-api-oauth2-jwt-aws-cognito-part-1\,\className\:\text-lg font-medium text-gray-900 dark:text-camel\,\children\:\$\,\h3\,null,{\className\:\ hover:text-hovertext\,\children\:\How to Protect Your API with OAuth2, JWT, and AWS Cognito\}},\$\,\p\,null,{\className\:\mt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel\,\children\:\Learn how to secure your API using OAuth2, JWT, and AWS Cognito. Build a FastAPI application with user authentication and authorization.\}},\$\,\$Ld\,null,{\href\:\/post/web-development/secure-api-oauth2-jwt-aws-cognito-part-1\,\className\:\group mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600\,\children\:\Read More\,\$\,\span\,null,{\aria-hidden\:\true\,\className\:\block transition-all group-hover:ms-0.5 rtl:rotate-180\,\children\:\→\}},\$\,\p\,null,{\className\:\text-gray-500 text-sm mt-4\,\children\:\Updated on \,\$\,\span\,null,{\className\:\font-semibold text-gray-700\,\children\:\Tue Jan 07 2025\}}}}},\$\,\article\,\9\,{\className\:\col-span-1 row-span-1 relative\,\children\:\$\,\article\,null,{\className\:\overflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white\,\children\:\$\,\$Ld\,null,{\href\:\/category/llm\,\className\:\ inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0\,\children\:\llm\},\$\,\$L13\,null,{\alt\:\book shelf\,\src\:\/blog/library.jpg\,\width\:1280,\height\:871,\className\:\h-56 w-full object-cover\},\$\,\div\,null,{\className\:\p-4 sm:p-6 \,\children\:\$\,\div\,null,{\className\:\ h-28 overflow-hidden\,\children\:\$\,\$Ld\,null,{\href\:\/post/llm/retrieval-augmented-generation\,\className\:\text-lg font-medium text-gray-900 dark:text-camel\,\children\:\$\,\h3\,null,{\className\:\ hover:text-hovertext\,\children\:\Unlocking the Power of Generative AI with Retrieval Augmented Generation (RAG)\}},\$\,\p\,null,{\className\:\mt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel\,\children\:\This blog explores the fundamentals and advancements of generative AI, including foundation models, prompt engineering, and Retrieval-Augmented Generation (RAG), highlighting their applications, frameworks, and practical implementations.\}},\$\,\$Ld\,null,{\href\:\/post/llm/retrieval-augmented-generation\,\className\:\group mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600\,\children\:\Read More\,\$\,\span\,null,{\aria-hidden\:\true\,\className\:\block transition-all group-hover:ms-0.5 rtl:rotate-180\,\children\:\→\}},\$\,\p\,null,{\className\:\text-gray-500 text-sm mt-4\,\children\:\Updated on \,\$\,\span\,null,{\className\:\font-semibold text-gray-700\,\children\:\Mon Dec 09 2024\}}}}},\$\,\article\,\10\,{\className\:\col-span-1 row-span-1 relative\,\children\:\$\,\article\,null,{\className\:\overflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white\,\children\:\$\,\$Ld\,null,{\href\:\/category/computer-vision\,\className\:\ inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0\,\children\:\computer vision\},\$\,\$L13\,null,{\alt\:\Vibrant Carousel Ride at Outdoor Amusement Park\,\src\:\/blog/carousel.jpg\,\width\:1280,\height\:853,\className\:\h-56 w-full object-cover\},\$\,\div\,null,{\className\:\p-4 sm:p-6 \,\children\:\$\,\div\,null,{\className\:\ h-28 overflow-hidden\,\children\:\$\,\$Ld\,null,{\href\:\/post/computer-vision/optical-flow\,\className\:\text-lg font-medium text-gray-900 dark:text-camel\,\children\:\$\,\h3\,null,{\className\:\ hover:text-hovertext\,\children\:\Unraveling Motion: A Deep Dive into Optical Flow in Computer Vision\}},\$\,\p\,null,{\className\:\mt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel\,\children\:\Explore the fascinating world of optical flow, the technique that allows computers to perceive and analyze motion in video frames. From understanding the aperture problem to comparing methods like Horn-Schunck and Lucas-Kanade, this blog delves into the principles and challenges behind motion estimation in computer vision.\}},\$\,\$Ld\,null,{\href\:\/post/computer-vision/optical-flow\,\className\:\group mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600\,\children\:\Read More\,\$\,\span\,null,{\aria-hidden\:\true\,\className\:\block transition-all group-hover:ms-0.5 rtl:rotate-180\,\children\:\→\}},\$\,\p\,null,{\className\:\text-gray-500 text-sm mt-4\,\children\:\Updated on \,\$\,\span\,null,{\className\:\font-semibold text-gray-700\,\children\:\Mon Dec 02 2024\}}}}},\$\,\article\,\11\,{\className\:\col-span-1 row-span-1 relative\,\children\:\$\,\article\,null,{\className\:\overflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white\,\children\:\$\,\$Ld\,null,{\href\:\/category/productivity\,\className\:\ inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0\,\children\:\productivity\},\$\,\$L13\,null,{\alt\:\Man Holding Mug in Front of Laptop\,\src\:\/blog/blogger.jpg\,\width\:1920,\height\:1280,\className\:\h-56 w-full object-cover\},\$\,\div\,null,{\className\:\p-4 sm:p-6 \,\children\:\$\,\div\,null,{\className\:\ h-28 overflow-hidden\,\children\:\$\,\$Ld\,null,{\href\:\/post/productivity/future-of-blog-writing\,\className\:\text-lg font-medium text-gray-900 dark:text-camel\,\children\:\$\,\h3\,null,{\className\:\ hover:text-hovertext\,\children\:\The Future of Blog Writing: Embracing Generative AI Tools\}},\$\,\p\,null,{\className\:\mt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel\,\children\:\Exploring how generative AI tools are transforming blog writing by enhancing creativity, efficiency, and personalization while redefining the role of writers.\}},\$\,\$Ld\,null,{\href\:\/post/productivity/future-of-blog-writing\,\className\:\group mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600\,\children\:\Read More\,\$\,\span\,null,{\aria-hidden\:\true\,\className\:\block transition-all group-hover:ms-0.5 rtl:rotate-180\,\children\:\→\}},\$\,\p\,null,{\className\:\text-gray-500 text-sm mt-4\,\children\:\Updated on \,\$\,\span\,null,{\className\:\font-semibold text-gray-700\,\children\:\Sun Nov 24 2024\}}}}},\$\,\article\,\12\,{\className\:\col-span-1 row-span-1 relative\,\children\:\$\,\article\,null,{\className\:\overflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white\,\children\:\$\,\$Ld\,null,{\href\:\/category/productivity\,\className\:\ inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0\,\children\:\productivity\},\$\,\$L13\,null,{\alt\:\illustration of making videos using code\,\src\:\/blog/remotion.jpeg\,\width\:1920,\height\:1205,\className\:\h-56 w-full object-cover\},\$\,\div\,null,{\className\:\p-4 sm:p-6 \,\children\:\$\,\div\,null,{\className\:\ h-28 overflow-hidden\,\children\:\$\,\$Ld\,null,{\href\:\/post/productivity/remotion-vs-motion-canvas\,\className\:\text-lg font-medium text-gray-900 dark:text-camel\,\children\:\$\,\h3\,null,{\className\:\ hover:text-hovertext\,\children\:\Creating Animations and Videos with Code: Remotion vs. Motion Canvas\}},\$\,\p\,null,{\className\:\mt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel\,\children\:\In this blog, we compare Remotion and Motion Canvas, two powerful tools for creating animations and videos through code. We explore their features, capabilities, and performance to help you choose the right one for your next creative project.\}},\$\,\$Ld\,null,{\href\:\/post/productivity/remotion-vs-motion-canvas\,\className\:\group mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600\,\children\:\Read More\,\$\,\span\,null,{\aria-hidden\:\true\,\className\:\block transition-all group-hover:ms-0.5 rtl:rotate-180\,\children\:\→\}},\$\,\p\,null,{\className\:\text-gray-500 text-sm mt-4\,\children\:\Updated on \,\$\,\span\,null,{\className\:\font-semibold text-gray-700\,\children\:\Wed Nov 20 2024\}}}}},\$\,\article\,\13\,{\className\:\col-span-1 row-span-1 relative\,\children\:\$\,\article\,null,{\className\:\overflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white\,\children\:\$\,\$Ld\,null,{\href\:\/category/ai\,\className\:\ inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0\,\children\:\ai\},\$\,\$L13\,null,{\alt\:\cat\,\src\:\/blog/hmm_cat.png\,\width\:1920,\height\:1440,\className\:\h-56 w-full object-cover\},\$\,\div\,null,{\className\:\p-4 sm:p-6 \,\children\:\$\,\div\,null,{\className\:\ h-28 overflow-hidden\,\children\:\$\,\$Ld\,null,{\href\:\/post/ai/hidden-markov-model\,\className\:\text-lg font-medium text-gray-900 dark:text-camel\,\children\:\$\,\h3\,null,{\className\:\ hover:text-hovertext\,\children\:\Demystifying Hidden Markov Models: A Beginners Guide to AI Algorithms\}},\$\,\p\,null,{\className\:\mt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel\,\children\:\This blog demystifies the Hidden Markov Model (HMM). Through step-by-step explanations, it breaks down key concepts such as the Markov assumption, state transitions, and inference techniques like filtering and prediction.\}},\$\,\$Ld\,null,{\href\:\/post/ai/hidden-markov-model\,\className\:\group mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600\,\children\:\Read More\,\$\,\span\,null,{\aria-hidden\:\true\,\className\:\block transition-all group-hover:ms-0.5 rtl:rotate-180\,\children\:\→\}},\$\,\p\,null,{\className\:\text-gray-500 text-sm mt-4\,\children\:\Updated on \,\$\,\span\,null,{\className\:\font-semibold text-gray-700\,\children\:\Mon Nov 18 2024\}}}}},\$\,\article\,\14\,{\className\:\col-span-1 row-span-1 relative\,\children\:\$\,\article\,null,{\className\:\overflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white\,\children\:\$\,\$Ld\,null,{\href\:\/category/computer-vision\,\className\:\ inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0\,\children\:\computer vision\},\$\,\$L13\,null,{\alt\:\Black Asphalt Road\,\src\:\/blog/structure.jpg\,\width\:1920,\height\:1440,\className\:\h-56 w-full object-cover\},\$\,\div\,null,{\className\:\p-4 sm:p-6 \,\children\:\$\,\div\,null,{\className\:\ h-28 overflow-hidden\,\children\:\$\,\$Ld\,null,{\href\:\/post/computer-vision/structure-from-motion\,\className\:\text-lg font-medium text-gray-900 dark:text-camel\,\children\:\$\,\h3\,null,{\className\:\ hover:text-hovertext\,\children\:\A Beginner’s Guide to 3D Perception in Computer Vision: Structure-from-Motion Explained\}},\$\,\p\,null,{\className\:\mt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel\,\children\:\This blog explores the foundations of depth perception in computer vision, covering essential concepts like camera models, epipolar geometry, and structure-from-motion. Dive into how computers interpret 3D scenes from 2D images, building an understanding of the geometry that powers depth estimation and 3D reconstruction.\}},\$\,\$Ld\,null,{\href\:\/post/computer-vision/structure-from-motion\,\className\:\group mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600\,\children\:\Read More\,\$\,\span\,null,{\aria-hidden\:\true\,\className\:\block transition-all group-hover:ms-0.5 rtl:rotate-180\,\children\:\→\}},\$\,\p\,null,{\className\:\text-gray-500 text-sm mt-4\,\children\:\Updated on \,\$\,\span\,null,{\className\:\font-semibold text-gray-700\,\children\:\Sat Nov 09 2024\}}}}},\$\,\article\,\15\,{\className\:\col-span-1 row-span-1 relative\,\children\:\$\,\article\,null,{\className\:\overflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white\,\children\:\$\,\$Ld\,null,{\href\:\/category/computer-vision\,\className\:\ inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0\,\children\:\computer vision\},\$\,\$L13\,null,{\alt\:\shopping cart\,\src\:\/blog/retail.jpeg\,\width\:1024,\height\:1024,\className\:\h-56 w-full object-cover\},\$\,\div\,null,{\className\:\p-4 sm:p-6 \,\children\:\$\,\div\,null,{\className\:\ h-28 overflow-hidden\,\children\:\$\,\$Ld\,null,{\href\:\/post/computer-vision/cv-in-retail\,\className\:\text-lg font-medium text-gray-900 dark:text-camel\,\children\:\$\,\h3\,null,{\className\:\ hover:text-hovertext\,\children\:\Computer Vision in Retail: Top 5 Applications, Use cases and Future Trends\}},\$\,\p\,null,{\className\:\mt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel\,\children\:\Explore the transformative impact of computer vision in retail, including top applications, innovative use cases, and future trends. Learn how this advanced AI technology enables retailers to enhance in-store experiences, automate operations, and deliver personalized customer interactions that drive business growth.\}},\$\,\$Ld\,null,{\href\:\/post/computer-vision/cv-in-retail\,\className\:\group mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600\,\children\:\Read More\,\$\,\span\,null,{\aria-hidden\:\true\,\className\:\block transition-all group-hover:ms-0.5 rtl:rotate-180\,\children\:\→\}},\$\,\p\,null,{\className\:\text-gray-500 text-sm mt-4\,\children\:\Updated on \,\$\,\span\,null,{\className\:\font-semibold text-gray-700\,\children\:\Sat Nov 02 2024\}}}}},\$\,\article\,\16\,{\className\:\col-span-1 row-span-1 relative\,\children\:\$\,\article\,null,{\className\:\overflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white\,\children\:\$\,\$Ld\,null,{\href\:\/category/productivity\,\className\:\ inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0\,\children\:\productivity\},\$\,\$L13\,null,{\alt\:\An artist’s illustration of artificial intelligence (AI)\,\src\:\/blog/aiwire.jpg\,\width\:1920,\height\:1205,\className\:\h-56 w-full object-cover\},\$\,\div\,null,{\className\:\p-4 sm:p-6 \,\children\:\$\,\div\,null,{\className\:\ h-28 overflow-hidden\,\children\:\$\,\$Ld\,null,{\href\:\/post/productivity/essential-practical-skills\,\className\:\text-lg font-medium text-gray-900 dark:text-camel\,\children\:\$\,\h3\,null,{\className\:\ hover:text-hovertext\,\children\:\5 essential practical skills you need to master as a AI solopreneur that will earn money as you learn\}},\$\,\p\,null,{\className\:\mt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel\,\children\:\This blog post provides essential practical skills every AI solopreneur needs to learn and earn from, covering areas like data sourcing, model fine-tuning, prompt engineering, and deployment. From mastering web scraping to building and fine-tuning AI models, it highlights actionable steps to transform AI expertise into a profitable venture.\}},\$\,\$Ld\,null,{\href\:\/post/productivity/essential-practical-skills\,\className\:\group mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600\,\children\:\Read More\,\$\,\span\,null,{\aria-hidden\:\true\,\className\:\block transition-all group-hover:ms-0.5 rtl:rotate-180\,\children\:\→\}},\$\,\p\,null,{\className\:\text-gray-500 text-sm mt-4\,\children\:\Updated on \,\$\,\span\,null,{\className\:\font-semibold text-gray-700\,\children\:\Mon Oct 28 2024\}}}}},\$\,\article\,\17\,{\className\:\col-span-1 row-span-1 relative\,\children\:\$\,\article\,null,{\className\:\overflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white\,\children\:\$\,\$Ld\,null,{\href\:\/category/productivity\,\className\:\ inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0\,\children\:\productivity\},\$\,\$L13\,null,{\alt\:\Gray and Black Laptop Computer\,\src\:\/blog/blacklaptop.jpg\,\width\:1280,\height\:853,\className\:\h-56 w-full object-cover\},\$\,\div\,null,{\className\:\p-4 sm:p-6 \,\children\:\$\,\div\,null,{\className\:\ h-28 overflow-hidden\,\children\:\$\,\$Ld\,null,{\href\:\/post/llm/mcq\,\className\:\text-lg font-medium text-gray-900 dark:text-camel\,\children\:\$\,\h3\,null,{\className\:\ hover:text-hovertext\,\children\:\Automating MCQ Creation with Streamlit, LLMs, and Google Forms Integration\}},\$\,\p\,null,{\className\:\mt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel\,\children\:\This blog explains how to build a Streamlit web app that generates multiple-choice questions (MCQs) from lecture content using a language model (LLM). It also demonstrates how to integrate these questions into a Google Quiz using the Forms API for automated quiz creation\}},\$\,\$Ld\,null,{\href\:\/post/llm/mcq\,\className\:\group mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600\,\children\:\Read More\,\$\,\span\,null,{\aria-hidden\:\true\,\className\:\block transition-all group-hover:ms-0.5 rtl:rotate-180\,\children\:\→\}},\$\,\p\,null,{\className\:\text-gray-500 text-sm mt-4\,\children\:\Updated on \,\$\,\span\,null,{\className\:\font-semibold text-gray-700\,\children\:\Mon Oct 14 2024\}}}}},\$\,\article\,\18\,{\className\:\col-span-1 row-span-1 relative\,\children\:\$\,\article\,null,{\className\:\overflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white\,\children\:\$\,\$Ld\,null,{\href\:\/category/computer-vision\,\className\:\ inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0\,\children\:\computer vision\},\$\,\$L13\,null,{\alt\:\Black Asphalt Road\,\src\:\/blog/black_road.jpg\,\width\:1280,\height\:854,\className\:\h-56 w-full object-cover\},\$\,\div\,null,{\className\:\p-4 sm:p-6 \,\children\:\$\,\div\,null,{\className\:\ h-28 overflow-hidden\,\children\:\$\,\$Ld\,null,{\href\:\/post/computer-vision/image-transformations\,\className\:\text-lg font-medium text-gray-900 dark:text-camel\,\children\:\$\,\h3\,null,{\className\:\ hover:text-hovertext\,\children\:\Exploring Image Transformations: From Affine to Projective Techniques in Computer Vision\}},\$\,\p\,null,{\className\:\mt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel\,\children\:\This blog delves into the fundamentals of image transformations in computer vision, covering affine and projective transformations, including homography\}},\$\,\$Ld\,null,{\href\:\/post/computer-vision/image-transformations\,\className\:\group mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600\,\children\:\Read More\,\$\,\span\,null,{\aria-hidden\:\true\,\className\:\block transition-all group-hover:ms-0.5 rtl:rotate-180\,\children\:\→\}},\$\,\p\,null,{\className\:\text-gray-500 text-sm mt-4\,\children\:\Updated on \,\$\,\span\,null,{\className\:\font-semibold text-gray-700\,\children\:\Wed Oct 09 2024\}}}}},\$\,\article\,\19\,{\className\:\col-span-1 row-span-1 relative\,\children\:\$\,\article\,null,{\className\:\overflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white\,\children\:\$\,\$Ld\,null,{\href\:\/category/productivity\,\className\:\ inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0\,\children\:\productivity\},\$\,\$L13\,null,{\alt\:\Silhouette of person making circles with flashlight on dark street\,\src\:\/blog/transition.jpg\,\width\:1280,\height\:944,\className\:\h-56 w-full object-cover\},\$\,\div\,null,{\className\:\p-4 sm:p-6 \,\children\:\$\,\div\,null,{\className\:\ h-28 overflow-hidden\,\children\:\$\,\$Ld\,null,{\href\:\/post/productivity/video-transition-blender\,\className\:\text-lg font-medium text-gray-900 dark:text-camel\,\children\:\$\,\h3\,null,{\className\:\ hover:text-hovertext\,\children\:\Automating Video Transition Creation in Blender Using Python\}},\$\,\p\,null,{\className\:\mt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel\,\children\:\In this blog, you will learn how to create smooth video transitions in Blender using Python by animating a grid mesh and blending images with custom materials. We will walk through the process step-by-step, covering material creation, keyframe animation, and rendering dynamic scenes programmatically.\}},\$\,\$Ld\,null,{\href\:\/post/productivity/video-transition-blender\,\className\:\group mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600\,\children\:\Read More\,\$\,\span\,null,{\aria-hidden\:\true\,\className\:\block transition-all group-hover:ms-0.5 rtl:rotate-180\,\children\:\→\}},\$\,\p\,null,{\className\:\text-gray-500 text-sm mt-4\,\children\:\Updated on \,\$\,\span\,null,{\className\:\font-semibold text-gray-700\,\children\:\Sat Sep 21 2024\}}}}},\$\,\article\,\20\,{\className\:\col-span-1 row-span-1 relative\,\children\:\$\,\article\,null,{\className\:\overflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white\,\children\:\$\,\$Ld\,null,{\href\:\/category/productivity\,\className\:\ inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0\,\children\:\productivity\},\$\,\$L13\,null,{\alt\:\Low Angle View of Lighting Equipment on Shelf\,\src\:\/blog/videoediting.jpg\,\width\:1920,\height\:1280,\className\:\h-56 w-full object-cover\},\$\,\div\,null,{\className\:\p-4 sm:p-6 \,\children\:\$\,\div\,null,{\className\:\ h-28 overflow-hidden\,\children\:\$\,\$Ld\,null,{\href\:\/post/productivity/video-editing-using-ffmpeg\,\className\:\text-lg font-medium text-gray-900 dark:text-camel\,\children\:\$\,\h3\,null,{\className\:\ hover:text-hovertext\,\children\:\Mastering Video Editing with FFmpeg: Compress, Speed Up, and Remove Silence\}},\$\,\p\,null,{\className\:\mt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel\,\children\:\This blog post explores how to effectively use FFmpeg for video editing, including video compression, changing speed without altering audio pitch, and removing silence. Perfect for tech enthusiasts and content creators looking to enhance their video content seamlessly.\}},\$\,\$Ld\,null,{\href\:\/post/productivity/video-editing-using-ffmpeg\,\className\:\group mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600\,\children\:\Read More\,\$\,\span\,null,{\aria-hidden\:\true\,\className\:\block transition-all group-hover:ms-0.5 rtl:rotate-180\,\children\:\→\}},\$\,\p\,null,{\className\:\text-gray-500 text-sm mt-4\,\children\:\Updated on \,\$\,\span\,null,{\className\:\font-semibold text-gray-700\,\children\:\Tue Sep 17 2024\}}}}},\$\,\article\,\21\,{\className\:\col-span-1 row-span-1 relative\,\children\:\$\,\article\,null,{\className\:\overflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white\,\children\:\$\,\$Ld\,null,{\href\:\/category/productivity\,\className\:\ inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0\,\children\:\productivity\},\$\,\$L13\,null,{\alt\:\black and white laptop computer on brown wooden desk\,\src\:\/blog/woodenlaptop.jpg\,\width\:1280,\height\:850,\className\:\h-56 w-full object-cover\},\$\,\div\,null,{\className\:\p-4 sm:p-6 \,\children\:\$\,\div\,null,{\className\:\ h-28 overflow-hidden\,\children\:\$\,\$Ld\,null,{\href\:\/post/productivity/top-resources\,\className\:\text-lg font-medium text-gray-900 dark:text-camel\,\children\:\$\,\h3\,null,{\className\:\ hover:text-hovertext\,\children\:\Your Guide to Staying Ahead of the Curve: Top Websites and Resources for Innovators\}},\$\,\p\,null,{\className\:\mt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel\,\children\:\This blog post offers a comprehensive guide to valuable websites and resources for innovators and tech enthusiasts. It covers AI-related news, product discovery platforms, and communities for entrepreneurs, providing you with the tools to stay informed and inspired in the fast-paced world of technology.\}},\$\,\$Ld\,null,{\href\:\/post/productivity/top-resources\,\className\:\group mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600\,\children\:\Read More\,\$\,\span\,null,{\aria-hidden\:\true\,\className\:\block transition-all group-hover:ms-0.5 rtl:rotate-180\,\children\:\→\}},\$\,\p\,null,{\className\:\text-gray-500 text-sm mt-4\,\children\:\Updated on \,\$\,\span\,null,{\className\:\font-semibold text-gray-700\,\children\:\Mon Sep 16 2024\}}}}},\$\,\article\,\22\,{\className\:\col-span-1 row-span-1 relative\,\children\:\$\,\article\,null,{\className\:\overflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white\,\children\:\$\,\$Ld\,null,{\href\:\/category/ai\,\className\:\ inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0\,\children\:\ai\},\$\,\$L13\,null,{\alt\:\picture of manydoors\,\src\:\/blog/doors.jpg\,\width\:1920,\height\:1024,\className\:\h-56 w-full object-cover\},\$\,\div\,null,{\className\:\p-4 sm:p-6 \,\children\:\$\,\div\,null,{\className\:\ h-28 overflow-hidden\,\children\:\$\,\$Ld\,null,{\href\:\/post/ai/markov-decision-process\,\className\:\text-lg font-medium text-gray-900 dark:text-camel\,\children\:\$\,\h3\,null,{\className\:\ hover:text-hovertext\,\children\:\Mastering Markov Decision Processes: A Comprehensive Guide\}},\$\,\p\,null,{\className\:\mt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel\,\children\:\A comprehensive guide to understanding and mastering Markov Decision Processes (MDPs) in reinforcement learning.\}},\$\,\$Ld\,null,{\href\:\/post/ai/markov-decision-process\,\className\:\group mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600\,\children\:\Read More\,\$\,\span\,null,{\aria-hidden\:\true\,\className\:\block transition-all group-hover:ms-0.5 rtl:rotate-180\,\children\:\→\}},\$\,\p\,null,{\className\:\text-gray-500 text-sm mt-4\,\children\:\Updated on \,\$\,\span\,null,{\className\:\font-semibold text-gray-700\,\children\:\Sun Sep 08 2024\}}}}},\$\,\article\,\23\,{\className\:\col-span-1 row-span-1 relative\,\children\:\$\,\article\,null,{\className\:\overflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white\,\children\:\$\,\$Ld\,null,{\href\:\/category/ai\,\className\:\ inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0\,\children\:\ai\},\$\,\$L13\,null,{\alt\:\picture of a compass\,\src\:\/blog/compass.jpg\,\width\:1920,\height\:1081,\className\:\h-56 w-full object-cover\},\$\,\div\,null,{\className\:\p-4 sm:p-6 \,\children\:\$\,\div\,null,{\className\:\ h-28 overflow-hidden\,\children\:\$\,\$Ld\,null,{\href\:\/post/ai/problem-solving-by-searching\,\className\:\text-lg font-medium text-gray-900 dark:text-camel\,\children\:\$\,\h3\,null,{\className\:\ hover:text-hovertext\,\children\:\BFS, DFS, Uniform Cost Search and A* Algorithms: Mastering Search Techniques in AI Problem Solving\}},\$\,\p\,null,{\className\:\mt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel\,\children\:\This blog delves into the world of AI problem-solving through search algorithms, exploring Breadth-First Search (BFS), Depth-First Search (DFS), Uniform Cost Search (UCS), and A* Search algorithms.\}},\$\,\$Ld\,null,{\href\:\/post/ai/problem-solving-by-searching\,\className\:\group mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600\,\children\:\Read More\,\$\,\span\,null,{\aria-hidden\:\true\,\className\:\block transition-all group-hover:ms-0.5 rtl:rotate-180\,\children\:\→\}},\$\,\p\,null,{\className\:\text-gray-500 text-sm mt-4\,\children\:\Updated on \,\$\,\span\,null,{\className\:\font-semibold text-gray-700\,\children\:\Sat Aug 31 2024\}}}}},\$\,\article\,\24\,{\className\:\col-span-1 row-span-1 relative\,\children\:\$\,\article\,null,{\className\:\overflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white\,\children\:\$\,\$Ld\,null,{\href\:\/category/deep-learning\,\className\:\ inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0\,\children\:\deep learning\},\$\,\$L13\,null,{\alt\:\Understanding Artificial Intelligence: The Future of Technology\,\src\:\/blog/neuralnetwork.jpeg\,\width\:1024,\height\:1024,\className\:\h-56 w-full object-cover\},\$\,\div\,null,{\className\:\p-4 sm:p-6 \,\children\:\$\,\div\,null,{\className\:\ h-28 overflow-hidden\,\children\:\$\,\$Ld\,null,{\href\:\/post/deep-learning/artificial-neural-network\,\className\:\text-lg font-medium text-gray-900 dark:text-camel\,\children\:\$\,\h3\,null,{\className\:\ hover:text-hovertext\,\children\:\Demystifying Artificial Neural Networks: A Comprehensive Guide to AIs Building Blocks\}},\$\,\p\,null,{\className\:\mt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel\,\children\:\Explore the fundamentals and applications of Artificial Neural Networks (ANNs) in this comprehensive guide, covering key concepts like perceptrons, activation functions, and practical examples of image classification and regression.\}},\$\,\$Ld\,null,{\href\:\/post/deep-learning/artificial-neural-network\,\className\:\group mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600\,\children\:\Read More\,\$\,\span\,null,{\aria-hidden\:\true\,\className\:\block transition-all group-hover:ms-0.5 rtl:rotate-180\,\children\:\→\}},\$\,\p\,null,{\className\:\text-gray-500 text-sm mt-4\,\children\:\Updated on \,\$\,\span\,null,{\className\:\font-semibold text-gray-700\,\children\:\Mon Aug 19 2024\}}}}},\$\,\article\,\25\,{\className\:\col-span-1 row-span-1 relative\,\children\:\$\,\article\,null,{\className\:\overflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white\,\children\:\$\,\$Ld\,null,{\href\:\/category/computer-vision\,\className\:\ inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0\,\children\:\computer vision\},\$\,\$L13\,null,{\alt\:\fractal patterns\,\src\:\/blog/scene.jpg\,\width\:1920,\height\:1280,\className\:\h-56 w-full object-cover\},\$\,\div\,null,{\className\:\p-4 sm:p-6 \,\children\:\$\,\div\,null,{\className\:\ h-28 overflow-hidden\,\children\:\$\,\$Ld\,null,{\href\:\/post/computer-vision/feature-matching-and-ransac\,\className\:\text-lg font-medium text-gray-900 dark:text-camel\,\children\:\$\,\h3\,null,{\className\:\ hover:text-hovertext\,\children\:\Feature Matching in Computer Vision: A Deep Dive into SIFT, NNDR, and RANSAC\}},\$\,\p\,null,{\className\:\mt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel\,\children\:\Discover feature detection and matching in computer vision with a deep dive into the SIFT algorithm, NNDR ratio test, and RANSAC for accurate image analysis, complete with practical examples and Python code\}},\$\,\$Ld\,null,{\href\:\/post/computer-vision/feature-matching-and-ransac\,\className\:\group mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600\,\children\:\Read More\,\$\,\span\,null,{\aria-hidden\:\true\,\className\:\block transition-all group-hover:ms-0.5 rtl:rotate-180\,\children\:\→\}},\$\,\p\,null,{\className\:\text-gray-500 text-sm mt-4\,\children\:\Updated on \,\$\,\span\,null,{\className\:\font-semibold text-gray-700\,\children\:\Wed Aug 14 2024\}}}}},\$\,\article\,\26\,{\className\:\col-span-1 row-span-1 relative\,\children\:\$\,\article\,null,{\className\:\overflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white\,\children\:\$\,\$Ld\,null,{\href\:\/category/computer-vision\,\className\:\ inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0\,\children\:\computer vision\},\$\,\$L13\,null,{\alt\:\fractal patterns\,\src\:\/blog/fractals.jpg\,\width\:1920,\height\:1280,\className\:\h-56 w-full object-cover\},\$\,\div\,null,{\className\:\p-4 sm:p-6 \,\children\:\$\,\div\,null,{\className\:\ h-28 overflow-hidden\,\children\:\$\,\$Ld\,null,{\href\:\/post/computer-vision/feature-detectors-and-descriptors\,\className\:\text-lg font-medium text-gray-900 dark:text-camel\,\children\:\$\,\h3\,null,{\className\:\ hover:text-hovertext\,\children\:\Feature Detectors and Descriptors: The Backbone of Computer Vision\}},\$\,\p\,null,{\className\:\mt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel\,\children\:\This blog delves into feature detectors and descriptors in computer vision, focusing on the SIFT algorithm, exploring their roles in detecting, describing, and matching features across images\}},\$\,\$Ld\,null,{\href\:\/post/computer-vision/feature-detectors-and-descriptors\,\className\:\group mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600\,\children\:\Read More\,\$\,\span\,null,{\aria-hidden\:\true\,\className\:\block transition-all group-hover:ms-0.5 rtl:rotate-180\,\children\:\→\}},\$\,\p\,null,{\className\:\text-gray-500 text-sm mt-4\,\children\:\Updated on \,\$\,\span\,null,{\className\:\font-semibold text-gray-700\,\children\:\Sat Aug 10 2024\}}}}},\$\,\article\,\27\,{\className\:\col-span-1 row-span-1 relative\,\children\:\$\,\article\,null,{\className\:\overflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white\,\children\:\$\,\$Ld\,null,{\href\:\/category/computer-vision\,\className\:\ inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0\,\children\:\computer vision\},\$\,\$L13\,null,{\alt\:\buildings with lots of corners\,\src\:\/blog/blob.jpg\,\width\:1920,\height\:1280,\className\:\h-56 w-full object-cover\},\$\,\div\,null,{\className\:\p-4 sm:p-6 \,\children\:\$\,\div\,null,{\className\:\ h-28 overflow-hidden\,\children\:\$\,\$Ld\,null,{\href\:\/post/blob-detection\,\className\:\text-lg font-medium text-gray-900 dark:text-camel\,\children\:\$\,\h3\,null,{\className\:\ hover:text-hovertext\,\children\:\Understanding Blob Detection: Multiscale Space Filtering and Its Importance\}},\$\,\p\,null,{\className\:\mt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel\,\children\:\This blog explores blob detection in computer vision, emphasizing the importance of multiscale space filtering and the Laplacian of Gaussian (LoG) filter in identifying significant features across different scales and levels of detail in images\}},\$\,\$Ld\,null,{\href\:\/post/blob-detection\,\className\:\group mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600\,\children\:\Read More\,\$\,\span\,null,{\aria-hidden\:\true\,\className\:\block transition-all group-hover:ms-0.5 rtl:rotate-180\,\children\:\→\}},\$\,\p\,null,{\className\:\text-gray-500 text-sm mt-4\,\children\:\Updated on \,\$\,\span\,null,{\className\:\font-semibold text-gray-700\,\children\:\Tue Aug 06 2024\}}}}},\$\,\article\,\28\,{\className\:\col-span-1 row-span-1 relative\,\children\:\$\,\article\,null,{\className\:\overflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white\,\children\:\$\,\$Ld\,null,{\href\:\/category/computer-vision\,\className\:\ inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0\,\children\:\computer vision\},\$\,\$L13\,null,{\alt\:\buildings with lots of corners\,\src\:\/blog/corner.jpg\,\width\:1280,\height\:960,\className\:\h-56 w-full object-cover\},\$\,\div\,null,{\className\:\p-4 sm:p-6 \,\children\:\$\,\div\,null,{\className\:\ h-28 overflow-hidden\,\children\:\$\,\$Ld\,null,{\href\:\/post/corner-detection\,\className\:\text-lg font-medium text-gray-900 dark:text-camel\,\children\:\$\,\h3\,null,{\className\:\ hover:text-hovertext\,\children\:\From Edges to Corners: Exploring Harris Corner Detection in Computer Vision\}},\$\,\p\,null,{\className\:\mt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel\,\children\:\Dive into the world of computer vision as we explore how to identify and analyze key points within images. Discover the Harris Corner Detector and its role in extracting crucial information from images.\}},\$\,\$Ld\,null,{\href\:\/post/corner-detection\,\className\:\group mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600\,\children\:\Read More\,\$\,\span\,null,{\aria-hidden\:\true\,\className\:\block transition-all group-hover:ms-0.5 rtl:rotate-180\,\children\:\→\}},\$\,\p\,null,{\className\:\text-gray-500 text-sm mt-4\,\children\:\Updated on \,\$\,\span\,null,{\className\:\font-semibold text-gray-700\,\children\:\Sun Aug 04 2024\}}}}},\$\,\article\,\29\,{\className\:\col-span-1 row-span-1 relative\,\children\:\$\,\article\,null,{\className\:\overflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white\,\children\:\$\,\$Ld\,null,{\href\:\/category/computer-vision\,\className\:\ inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0\,\children\:\computer vision\},\$\,\$L13\,null,{\alt\:\A mountain with clouds\,\src\:\/blog/mountain.jpg\,\width\:1437,\height\:960,\className\:\h-56 w-full object-cover\},\$\,\div\,null,{\className\:\p-4 sm:p-6 \,\children\:\$\,\div\,null,{\className\:\ h-28 overflow-hidden\,\children\:\$\,\$Ld\,null,{\href\:\/post/edge-detection\,\className\:\text-lg font-medium text-gray-900 dark:text-camel\,\children\:\$\,\h3\,null,{\className\:\ hover:text-hovertext\,\children\:\Seeing the Unseen: Unveiling Edges in Images with Edge Detection\}},\$\,\p\,null,{\className\:\mt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel\,\children\:\Explore edge detection in images through smoothing with Gaussian filters and advanced techniques like Sobel and Canny edge detection to reveal boundaries and significant features\}},\$\,\$Ld\,null,{\href\:\/post/edge-detection\,\className\:\group mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600\,\children\:\Read More\,\$\,\span\,null,{\aria-hidden\:\true\,\className\:\block transition-all group-hover:ms-0.5 rtl:rotate-180\,\children\:\→\}},\$\,\p\,null,{\className\:\text-gray-500 text-sm mt-4\,\children\:\Updated on \,\$\,\span\,null,{\className\:\font-semibold text-gray-700\,\children\:\Thu Aug 01 2024\}}}}},\$\,\article\,\30\,{\className\:\col-span-1 row-span-1 relative\,\children\:\$\,\article\,null,{\className\:\overflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white\,\children\:\$\,\$Ld\,null,{\href\:\/category/productivity\,\className\:\ inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0\,\children\:\productivity\},\$\,\$L13\,null,{\alt\:\Top 13 X Accounts to Follow for AI Insights and Updates\,\src\:\/blog/x.jpg\,\width\:1437,\height\:960,\className\:\h-56 w-full object-cover\},\$\,\div\,null,{\className\:\p-4 sm:p-6 \,\children\:\$\,\div\,null,{\className\:\ h-28 overflow-hidden\,\children\:\$\,\$Ld\,null,{\href\:\/post/13-x-accounts-ai\,\className\:\text-lg font-medium text-gray-900 dark:text-camel\,\children\:\$\,\h3\,null,{\className\:\ hover:text-hovertext\,\children\:\Top 13 X Accounts to Follow for Artificial Intelligence Insights and Updates\}},\$\,\p\,null,{\className\:\mt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel\,\children\:\Stay updated on AI advancements and insights by following these top Twitter accounts from leading experts and researchers\}},\$\,\$Ld\,null,{\href\:\/post/13-x-accounts-ai\,\className\:\group mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600\,\children\:\Read More\,\$\,\span\,null,{\aria-hidden\:\true\,\className\:\block transition-all group-hover:ms-0.5 rtl:rotate-180\,\children\:\→\}},\$\,\p\,null,{\className\:\text-gray-500 text-sm mt-4\,\children\:\Updated on \,\$\,\span\,null,{\className\:\font-semibold text-gray-700\,\children\:\Wed Jul 31 2024\}}}}},\$\,\article\,\31\,{\className\:\col-span-1 row-span-1 relative\,\children\:\$\,\article\,null,{\className\:\overflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white\,\children\:\$\,\$Ld\,null,{\href\:\/category/productivity\,\className\:\ inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0\,\children\:\productivity\},\$\,\$L13\,null,{\alt\:\5 Must-Watch YouTube Videos for Personal and Professional Growth: Lessons to Elevate Your Life\,\src\:\/blog/productivity.jpg\,\width\:1437,\height\:960,\className\:\h-56 w-full object-cover\},\$\,\div\,null,{\className\:\p-4 sm:p-6 \,\children\:\$\,\div\,null,{\className\:\ h-28 overflow-hidden\,\children\:\$\,\$Ld\,null,{\href\:\/post/5-Must-Watch-YouTube-Videos\,\className\:\text-lg font-medium text-gray-900 dark:text-camel\,\children\:\$\,\h3\,null,{\className\:\ hover:text-hovertext\,\children\:\5 Must-Watch YouTube Videos for Personal and Professional Growth: Lessons to Elevate Your Life\}},\$\,\p\,null,{\className\:\mt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel\,\children\:\Discover five essential YouTube videos that offer powerful life lessons to boost your personal and professional growth\}},\$\,\$Ld\,null,{\href\:\/post/5-Must-Watch-YouTube-Videos\,\className\:\group mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600\,\children\:\Read More\,\$\,\span\,null,{\aria-hidden\:\true\,\className\:\block transition-all group-hover:ms-0.5 rtl:rotate-180\,\children\:\→\}},\$\,\p\,null,{\className\:\text-gray-500 text-sm mt-4\,\children\:\Updated on \,\$\,\span\,null,{\className\:\font-semibold text-gray-700\,\children\:\Wed Jul 31 2024\}}}}},\$\,\article\,\32\,{\className\:\col-span-1 row-span-1 relative\,\children\:\$\,\article\,null,{\className\:\overflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white\,\children\:\$\,\$Ld\,null,{\href\:\/category/web-development\,\className\:\ inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0\,\children\:\web development\},\$\,\$L13\,null,{\alt\:\Building a Next.js App\,\src\:\/blog/laptop.jpg\,\width\:1280,\height\:960,\className\:\h-56 w-full object-cover\},\$\,\div\,null,{\className\:\p-4 sm:p-6 \,\children\:\$\,\div\,null,{\className\:\ h-28 overflow-hidden\,\children\:\$\,\$Ld\,null,{\href\:\/post/hosting-nextjs-awsamplify-python-lambda\,\className\:\text-lg font-medium text-gray-900 dark:text-camel\,\children\:\$\,\h3\,null,{\className\:\ hover:text-hovertext\,\children\:\Building a Next.js App with AWS Amplify, Lambda, and OpenAI API\}},\$\,\p\,null,{\className\:\mt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel\,\children\:\This blog provides a step-by-step guide to building a Next.js app with AWS Amplify and Python-based Lambda function to fetch and display quotes using the OpenAI API\}},\$\,\$Ld\,null,{\href\:\/post/hosting-nextjs-awsamplify-python-lambda\,\className\:\group mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600\,\children\:\Read More\,\$\,\span\,null,{\aria-hidden\:\true\,\className\:\block transition-all group-hover:ms-0.5 rtl:rotate-180\,\children\:\→\}},\$\,\p\,null,{\className\:\text-gray-500 text-sm mt-4\,\children\:\Updated on \,\$\,\span\,null,{\className\:\font-semibold text-gray-700\,\children\:\Tue Jul 30 2024\}}}}},\$\,\article\,\33\,{\className\:\col-span-1 row-span-1 relative\,\children\:\$\,\article\,null,{\className\:\overflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white\,\children\:\$\,\$Ld\,null,{\href\:\/category/computer-vision\,\className\:\ inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0\,\children\:\computer vision\},\$\,\$L13\,null,{\alt\:\Exploring Linear and Non-linear Image Filters\,\src\:\/blog/filter.jpg\,\width\:1437,\height\:960,\className\:\h-56 w-full object-cover\},\$\,\div\,null,{\className\:\p-4 sm:p-6 \,\children\:\$\,\div\,null,{\className\:\ h-28 overflow-hidden\,\children\:\$\,\$Ld\,null,{\href\:\/post/image-filtering\,\className\:\text-lg font-medium text-gray-900 dark:text-camel\,\children\:\$\,\h3\,null,{\className\:\ hover:text-hovertext\,\children\:\Exploring Linear and Non-linear Image Filters with Python\}},\$\,\p\,null,{\className\:\mt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel\,\children\:\An in-depth exploration of linear and non-linear image filters using Python, including practical examples and visual comparisons\}},\$\,\$Ld\,null,{\href\:\/post/image-filtering\,\className\:\group mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600\,\children\:\Read More\,\$\,\span\,null,{\aria-hidden\:\true\,\className\:\block transition-all group-hover:ms-0.5 rtl:rotate-180\,\children\:\→\}},\$\,\p\,null,{\className\:\text-gray-500 text-sm mt-4\,\children\:\Updated on \,\$\,\span\,null,{\className\:\font-semibold text-gray-700\,\children\:\Mon Jul 29 2024\}}}}},\$\,\article\,\34\,{\className\:\col-span-1 row-span-1 relative\,\children\:\$\,\article\,null,{\className\:\overflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white\,\children\:\$\,\$Ld\,null,{\href\:\/category/machine-learning\,\className\:\ inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0\,\children\:\machine learning\},\$\,\$L13\,null,{\alt\:\Understanding Naive Bayes: A Simple and Effective Classification Algorithm\,\src\:\/blog/chess.jpg\,\width\:1437,\height\:960,\className\:\h-56 w-full object-cover\},\$\,\div\,null,{\className\:\p-4 sm:p-6 \,\children\:\$\,\div\,null,{\className\:\ h-28 overflow-hidden\,\children\:\$\,\$Ld\,null,{\href\:\/post/naive-bayes\,\className\:\text-lg font-medium text-gray-900 dark:text-camel\,\children\:\$\,\h3\,null,{\className\:\ hover:text-hovertext\,\children\:\Understanding Naive Bayes: A Simple and Effective Classification Algorithm\}},\$\,\p\,null,{\className\:\mt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel\,\children\:\Explore Naive Bayes, an effective classification algorithm used in spam detection, medical diagnosis, and weather prediction.\}},\$\,\$Ld\,null,{\href\:\/post/naive-bayes\,\className\:\group mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600\,\children\:\Read More\,\$\,\span\,null,{\aria-hidden\:\true\,\className\:\block transition-all group-hover:ms-0.5 rtl:rotate-180\,\children\:\→\}},\$\,\p\,null,{\className\:\text-gray-500 text-sm mt-4\,\children\:\Updated on \,\$\,\span\,null,{\className\:\font-semibold text-gray-700\,\children\:\Fri Jul 26 2024\}}}}},\$\,\article\,\35\,{\className\:\col-span-1 row-span-1 relative\,\children\:\$\,\article\,null,{\className\:\overflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white\,\children\:\$\,\$Ld\,null,{\href\:\/category/machine-learning\,\className\:\ inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0\,\children\:\machine learning\},\$\,\$L13\,null,{\alt\:\Understanding Bayesian Networks: A Comprehensive Guide\,\src\:\/blog/bayes.jpeg\,\width\:1024,\height\:1024,\className\:\h-56 w-full object-cover\},\$\,\div\,null,{\className\:\p-4 sm:p-6 \,\children\:\$\,\div\,null,{\className\:\ h-28 overflow-hidden\,\children\:\$\,\$Ld\,null,{\href\:\/post/bayes-net\,\className\:\text-lg font-medium text-gray-900 dark:text-camel\,\children\:\$\,\h3\,null,{\className\:\ hover:text-hovertext\,\children\:\Understanding Bayesian Networks: A Comprehensive Guide\}},\$\,\p\,null,{\className\:\mt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel\,\children\:\This blog provides an in-depth explanation of Bayesian networks, demonstrating key concepts and calculations involved in probabilistic modeling.\}},\$\,\$Ld\,null,{\href\:\/post/bayes-net\,\className\:\group mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600\,\children\:\Read More\,\$\,\span\,null,{\aria-hidden\:\true\,\className\:\block transition-all group-hover:ms-0.5 rtl:rotate-180\,\children\:\→\}},\$\,\p\,null,{\className\:\text-gray-500 text-sm mt-4\,\children\:\Updated on \,\$\,\span\,null,{\className\:\font-semibold text-gray-700\,\children\:\Thu Jul 25 2024\}}}}},\$\,\article\,\36\,{\className\:\col-span-1 row-span-1 relative\,\children\:\$\,\article\,null,{\className\:\overflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white\,\children\:\$\,\$Ld\,null,{\href\:\/category/computer-vision\,\className\:\ inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0\,\children\:\computer vision\},\$\,\$L13\,null,{\alt\:\Understanding Computer Vision: Unlocking the Secrets of Visual Data\,\src\:\/blog/cv-eye.png\,\width\:1366,\height\:1080,\className\:\h-56 w-full object-cover\},\$\,\div\,null,{\className\:\p-4 sm:p-6 \,\children\:\$\,\div\,null,{\className\:\ h-28 overflow-hidden\,\children\:\$\,\$Ld\,null,{\href\:\/post/what-is-computer-vision\,\className\:\text-lg font-medium text-gray-900 dark:text-camel\,\children\:\$\,\h3\,null,{\className\:\ hover:text-hovertext\,\children\:\Understanding Computer Vision: Unlocking the Secrets of Visual Data\}},\$\,\p\,null,{\className\:\mt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel\,\children\:\Computer vision, a fascinating field within artificial intelligence, enables computers to interpret, analyze, and understand images and videos. \}},\$\,\$Ld\,null,{\href\:\/post/what-is-computer-vision\,\className\:\group mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600\,\children\:\Read More\,\$\,\span\,null,{\aria-hidden\:\true\,\className\:\block transition-all group-hover:ms-0.5 rtl:rotate-180\,\children\:\→\}},\$\,\p\,null,{\className\:\text-gray-500 text-sm mt-4\,\children\:\Updated on \,\$\,\span\,null,{\className\:\font-semibold text-gray-700\,\children\:\Fri Jul 05 2024\}}}}},\$\,\article\,\37\,{\className\:\col-span-1 row-span-1 relative\,\children\:\$\,\article\,null,{\className\:\overflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white\,\children\:\$\,\$Ld\,null,{\href\:\/category/ai\,\className\:\ inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0\,\children\:\ai\},\$\,\$L13\,null,{\alt\:\Understanding Artificial Intelligence: The Future of Technology\,\src\:\/blog/ai.jpg\,\width\:640,\height\:427,\className\:\h-56 w-full object-cover\},\$\,\div\,null,{\className\:\p-4 sm:p-6 \,\children\:\$\,\div\,null,{\className\:\ h-28 overflow-hidden\,\children\:\$\,\$Ld\,null,{\href\:\/post/what-is-ai\,\className\:\text-lg font-medium text-gray-900 dark:text-camel\,\children\:\$\,\h3\,null,{\className\:\ hover:text-hovertext\,\children\:\Understanding Artificial Intelligence: The Future of Technology\}},\$\,\p\,null,{\className\:\mt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel\,\children\:\an in-depth overview of artificial intelligence (AI), exploring its definition, types, applications, challenges, and future prospects\}},\$\,\$Ld\,null,{\href\:\/post/what-is-ai\,\className\:\group mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600\,\children\:\Read More\,\$\,\span\,null,{\aria-hidden\:\true\,\className\:\block transition-all group-hover:ms-0.5 rtl:rotate-180\,\children\:\→\}},\$\,\p\,null,{\className\:\text-gray-500 text-sm mt-4\,\children\:\Updated on \,\$\,\span\,null,{\className\:\font-semibold text-gray-700\,\children\:\Mon Aug 26 2024\}}}}},\$\,\article\,\38\,{\className\:\col-span-1 row-span-1 relative\,\children\:\$\,\article\,null,{\className\:\overflow-hidden bg-white dark:bg-dark shadow-md dark:shadow-sm dark:shadow-white\,\children\:\$\,\$Ld\,null,{\href\:\/category/computer-vision\,\className\:\ inline-block py-2 sm:py-3 px-4 sm:px-6  bg-camelDark/55 text-light hover:scale-105 transition-all ease duration-200 text-sm sm:text-base absolute top-0 left-0\,\children\:\computer vision\},\$\,\$L13\,null,{\alt\:\The science of image formation and color\,\src\:\/blog/colors.jpg\,\width\:1437,\height\:960,\className\:\h-56 w-full object-cover\},\$\,\div\,null,{\className\:\p-4 sm:p-6 \,\children\:\$\,\div\,null,{\className\:\ h-28 overflow-hidden\,\children\:\$\,\$Ld\,null,{\href\:\/post/image-formation\,\className\:\text-lg font-medium text-gray-900 dark:text-camel\,\children\:\$\,\h3\,null,{\className\:\ hover:text-hovertext\,\children\:\The science of image formation and color\}},\$\,\p\,null,{\className\:\mt-2 line-clamp-3 text-sm/relaxed text-gray-500  dark:text-camel\,\children\:\Exploring Color: From Color Spaces like HSV to Practical Applications such as Increasing Saturation, Histogram Analysis, and White Balancing.\}},\$\,\$Ld\,null,{\href\:\/post/image-formation\,\className\:\group mt-4 inline-flex items-center gap-1 text-sm font-medium text-blue-600\,\children\:\Read More\,\$\,\span\,null,{\aria-hidden\:\true\,\className\:\block transition-all group-hover:ms-0.5 rtl:rotate-180\,\children\:\→\}},\$\,\p\,null,{\className\:\text-gray-500 text-sm mt-4\,\children\:\Updated on \,\$\,\span\,null,{\className\:\font-semibold text-gray-700\,\children\:\Sat Jul 27 2024\}}}}}}}}\n)/script>script>self.__next_f.push(1,12:\$\,\section\,null,{\children\:\$\,\div\,null,{\className\:\mx-auto max-w-screen-xl px-4 py-8 sm:px-6 sm:py-8 lg:px-8\,\children\:\$\,\div\,null,{\className\:\grid grid-cols-1 gap-8 lg:grid-cols-2 lg:gap-16\,\children\:\$\,\div\,null,{\className\:\relative h-64 overflow-hidden sm:h-80 lg:order-last lg:h-full\,\children\:\$\,\$L13\,null,{\src\:\/blog/laptop-code.jpg\,\alt\:\laptop with 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Experiments with Hydra, PyTorch Lightning, and W\u0026B\},\$\,\p\,null,{\className\:\mt-4 text-gray-600 dark:text-light\,\children\:\In this blog, we demonstrate how to rapidly run deep learning experiments for vision and multimodal AI using a Hydra-powered workflow. By leveraging PyTorch Lightning and W\u0026B, we streamline training, logging, and batch processing of images with CLIP and LLM pipelines.\},\$\,\$Ld\,null,{\href\:\/post/productivity/multimodal-prototyping-library\,\children\:\$\,\h2\,null,{\className\:\mt-8 inline-block  bg-camelDark px-12 py-3 text-sm font-medium text-white transition hover:bg-camelDark/80\,\children\:\Read More\}},\$\,\p\,null,{\className\:\text-gray-500 text-sm mt-4\,\children\:\Published on \,\$\,\span\,null,{\className\:\font-semibold text-gray-700\,\children\:\Thu Sep 18 2025\}}}}}}\n)/script>/body>/html>

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