Anupam Roy's picture

Anupam Roy

yenupam

·

https://yumpyy.github.io

AI & ML interests

image, video models, edge ai models

Recent Activity

upvoted an article about 5 hours ago

Tokenization is Killing our Multilingual LLM Dream

liked a dataset about 5 hours ago

omarkamali/wikipedia-monthly

reacted to Xenova's post with 🔥 about 9 hours ago

Okay this is insane... WebGPU-accelerated semantic video tracking, powered by DINOv3 and Transformers.js! 🤯 Demo (+ source code): https://huggingface.co/spaces/webml-community/DINOv3-video-tracking This will revolutionize AI-powered video editors... which can now run 100% locally in your browser, no server inference required (costs $0)! 😍 How does it work? 🤔 1️⃣ Generate and cache image features for each frame 2️⃣ Create a list of embeddings for selected patch(es) 3️⃣ Compute cosine similarity between each patch and the selected patch(es) 4️⃣ Highlight those whose score is above some threshold ... et voilà! 🥳 You can also make selections across frames to improve temporal consistency! This is super useful if the object changes its appearance slightly throughout the video. Excited to see what the community builds with it!

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