Malitha123/awesome-video-self-supervised-learning

A curated list of awesome self-supervised learning methods in videos

34
/ 100
Emerging

This collection helps researchers and practitioners explore cutting-edge methods for analyzing video data without needing extensive human-labeled examples. It takes raw, unlabeled video footage and provides techniques to extract meaningful information, enabling tasks like action recognition or video retrieval. It's designed for anyone working on computer vision, video analytics, or AI applications who needs to process vast amounts of video efficiently.

168 stars.

Use this if you are a researcher or AI practitioner looking to understand, implement, or compare state-of-the-art self-supervised learning techniques for video analysis.

Not ideal if you are looking for ready-to-use, off-the-shelf software for video editing or simple video playback.

video-analysis computer-vision machine-learning-research unsupervised-learning action-recognition
No License No Package No Dependents
Maintenance 10 / 25
Adoption 10 / 25
Maturity 8 / 25
Community 6 / 25

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Stars

168

Forks

5

Language

License

Last pushed

Mar 10, 2026

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