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Research project on video understanding, pairing a browser extension that captures frames with a Python vision pipeline for segmentation, optical flow and pixel tracking.

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Research project exploring video understanding through a browser extension and a Python vision pipeline.


Structure

extension/      Browser extension (content script, background, popup)
pipeline/       Python vision pipeline (segmentation, optical flow, training)
paper/          Research notes and writeups
v2/             Second iteration experiments

Extension

A Chrome/Chromium extension that captures video frames from the browser and sends them to the local pipeline for processing.


Pipeline

Python vision pipeline with modules for:

  • Phase field segmentation
  • Temporal crystal analysis
  • Laplacian-based processing
  • Pixel trajectory tracking
  • Fluid dense training
pip install -r pipeline/requirements.txt
python pipeline/demo.py

Status

Research prototype. Not production ready.


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License

MIT. See LICENSE.

About

Research project on video understanding, pairing a browser extension that captures frames with a Python vision pipeline for segmentation, optical flow and pixel tracking.

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