Marcos isidio da silva junior's picture

Marcos isidio da silva junior

UltraMarkoRJ

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replied to Xenova's post about 2 months 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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New activity in ginipick/Dokdo-multimodal about 1 year ago

Get a subscription

#8 opened about 1 year ago by

New activity in ginigen/Dokdo-membership about 1 year ago

NOTICE

#1 opened about 1 year ago by

New activity in VIDraft/stock about 1 year ago

please add more exchanges all over the world

#1 opened about 1 year ago by

New activity in ginigen/dokdo-original about 1 year ago

Please restart

#7 opened about 1 year ago by