The video demo above is a walkthrough of our implementation for CopenHacks, we have built a model for counting periodicity in videos.
- It shows a girl doing 4 monkey bars
- It then shows the 1D Matrix profile output for that video. It clearly shows 4 peaks/valleys. Clicking on the peaks shows the corresponding frame in the video.
- Then we show the output of our LSTM model on the matrix profile. It shows 3 repetitions with high confidence and the 4th repetition can also be seen in the valley probabilities.
- More training data and compute will likely improve the prediction accuracy :)
Applications Include;
- Traffic density estimation
- High throughput biological experiments
- Sports, eg. Tennis
- Gym training exercises
All the information is on this link
:bomb: :octopus: :fire: :sparkles:
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