BROKI is an virality/engagement detection system that is designed to assist parents and caregivers in curating online content for children. It reviews media from a provided source, predicts the intensity and areas of the brain that light up, renders warnings for highly stimulating content with engagement/arousal frames report beside the content playback, and only escalates to a VLM for content understanding when the content appears unusually engaging. If the VLM also finds brainrot-style risk patterns, BROKI warns the caregiver and learns from a simple binary approve/disapprove action.
Built With
- fastapi
- ffprobe-python
- httpx
- mutagen
- numpy
- pillow
- playwright
- plotbrain-(fsaverage5)
- pydantic
- pydantic-settings
- pytest
- python-3.11+
- ruff
- scikit-learn
- scipy
- sqlite
- tribe-v2-predictor
- uvicorn
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