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RepNet - Counting Out Time - Class Agnostic Video Repetition Counting in the Wild

RepNet - Counting Out Time - Class Agnostic Video Repetition Counting in the Wild

Yannic Kilcher via YouTube Direct link

- Problem Statement

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- Problem Statement

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Classroom Contents

RepNet - Counting Out Time - Class Agnostic Video Repetition Counting in the Wild

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  1. 1 - Intro & Overview
  2. 2 - Problem Statement
  3. 3 - Output & Loss
  4. 4 - Per-Frame Embeddings
  5. 5 - Temporal Self-Similarity Matrix
  6. 6 - Periodicity Predictor
  7. 7 - Architecture Recap
  8. 8 - Synthetic Dataset
  9. 9 - Countix Dataset
  10. 10 - Experiments
  11. 11 - Applications
  12. 12 - Conclusion & Comments

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