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pixelperfect

wolfofbackstreet

saimanlau

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unsloth/gemma-4-E4B-it-UD-MLX-4bit

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updated a model 3 days ago

wolfofbackstreet/gemma-4-e4b-it-oQ2

0.3B • Updated 3 days ago • 374

published a model 3 days ago

wolfofbackstreet/gemma-4-e4b-it-oQ2

0.3B • Updated 3 days ago • 374

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unsloth/gemma-4-E4B-it-UD-MLX-4bit

Image-Text-to-Text • 8B • Updated 8 days ago • 1.58k • 21

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Text Generation • 0.4B • Updated 16 days ago • 6.19k • 5

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fal/Qwen-Image-Edit-2511-Multiple-Angles-LoRA

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Supertone/supertonic

Text-to-Speech • Updated Dec 10, 2025 • 689 • 472

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New activity in deepseek-ai/DeepSeek-OCR 6 months ago

Colab Demo Video and Hallucination issues

🔥 2

#8 opened 6 months ago by

ritheshSree

New activity in wolfofbackstreet/hatefulmeme_qwen2_5_vl_unsloth 6 months ago

Need References

#1 opened 6 months ago by

saiefulEZO

reactedto Xenova's post with 🔥 6 months ago

Post

21578

Okay this is insane... WebGPU-accelerated semantic video tracking, powered by DINOv3 and Transformers.js! 🤯
Demo (+ source code): 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!