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🚀 Meta just released SAM‑3, the third version of the Segment Anything Model and it might be the biggest leap in image and video segmentation since the original SAM. For years, AI needed separate tools: one for detection, another for segmentation, and yet another for tracking.…
🔥Part 1 is HERE: Building the Ultimate Edge AI Cluster from Scratch! Stacked Raspberry Pi 2, 4, 5 + Jetson Nano + Orin Nano into a fully modular, plug-and-play TOWER powered by Gigabit Ethernet! Watch me turn a pile of dev boards into a customizable, scalable beast perfect…
📢 Image-GS: Content-Adaptive Image Reconstruction using 2D Gaussians In this week’s deep dive, we explore Image-GS, a groundbreaking framework that reimagines how images can be represented, compressed, restored, and upsampled using adaptive 2D Gaussian splats. Unlike…
📢 vLLM: Deploying LLMs at Scale Like OpenAI 🚀Want to Deploy LLMs or vision language models at scale? Discover vLLM, the open-source powerhouse that's transforming inference with PagedAttention, continuous batching, and more! In this short article, we unpack how vLLM slashes…
Mario Bergeron’s Journey: From ASIC Design to Machine Learning Mastery 🧠🧗♂️ Some journeys begin with a shift in perspective. For Mario Bergeron, that shift came when hardware met the rising tide of intelligent systems. Mario began his career in Alberta, Canada, working as an…
A math professor noticed his kitchen sink at home was leaking. He called a plumber. The plumber came the next day, tightened a couple of nuts, and the sink worked perfectly again. The professor was delighted. But when, a minute later, the plumber handed him the bill, he was…
📢Revolutionizing OCR: How DeepSeek-OCR Solves Token Explosion A picture is worth a thousand words, but processing those words shouldn't cost a fortune in compute! Enter DeepSeek OCR: A game-changing VLM that compresses complex document visuals into just 64 - 400 tokens. What’s…
Recently, there was a clash between the popular @FFmpeg project, a low-level multimedia library found everywhere… and Google. A Google AI agent found a bug in FFmpeg. FFmpeg is a far-ranging library, supporting niche multimedia files, often through reverse-engineering. It is…
I was reading some papers. So, I thought I would use NotebookLM + some vibe coding to create this podcast style video. I will create 42 episodes to see if people find it useful. If not, I will stop. Enjoy!
🚀2D Gaussian Splatting: Real-Time, Geometry-Aware Radiance Field Reconstruction In this week’s deep dive, we unpack how 2D Gaussian Splatting (2DGS) redefines the future of real-time neural rendering and reconstruction. By collapsing volumetric 3D Gaussians into surface-aligned…
To really understand a concept, you have to "invent" it yourself in some capacity. Understanding doesn't come from passive content consumption. It is always self-built. It is an active, high-agency, self-directed process of creating and debugging your own mental models.
🚀From Blink to Think: Deploying ML on Arduino! At LearnOpenCV, we’ve always believed that AI shouldn’t be limited to powerful GPUs or cloud servers. It should run everywhere - even on the tiniest boards. Our latest article of the edge devices series, explores exactly that idea.…
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