Pavel AI's picture

4 21

Pavel AI

pavel-ai

·

https://github.com/pavelai

AI & ML interests

AI tools development

Recent Activity

reacted to Xenova's post with 🔥 6 days 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!

commented on an article 6 months ago

Holo1: New family of GUI automation VLMs powering GUI agent Surfer-H

liked a dataset 6 months ago

Hcompany/WebClick

View all activity

Organizations

models 0

None public yet

datasets 0

None public yet