You can view the embedding space visualizations and synchronous playback videos for all the classes below. The TCC embeddings are learned from the training set. All these visualizations and synchronizations are performed on the validation set. While aligning the videos in the TCC embedding space we also enforced the temporal order through dynamic time warping.
| Action classes | Raw videos and embedding visualizations | Synchronous playback videos |
|---|---|---|
| Baseball pitch | Raw Videos and Embeddings | Synchronous Playback |
| Baseball swing | Raw Videos and Embeddings | Synchronous Playback |
| Bench press | Raw Videos and Embeddings | Synchronous Playback |
| Bowling | Raw Videos and Embeddings | Synchronous Playback |
| Clean and jerk | Raw Videos and Embeddings | Synchronous Playback |
| Golf swing | Raw Videos and Embeddings | Synchronous Playback |
| Jumping jacks | Raw Videos and Embeddings | Synchronous Playback |
| Pullups | Raw Videos and Embeddings | Synchronous Playback |
| Pushups | Raw Videos and Embeddings | Synchronous Playback |
| Situp | Raw Videos and Embeddings | Synchronous Playback |
| Squats | Raw Videos and Embeddings | Synchronous Playback |
| Tennis Forehand | Raw Videos and Embeddings | Synchronous Playback |
| Tennis Serve | Raw Videos and Embeddings | Synchronous Playback |
| Pouring | Raw Videos and Embeddings | Synchronous Playback |