Deep-Learning-Push-Up-Counter

Deep Learning approach to count the number of repetitions in a video of push ups or pull ups. (by NetoPedro)
Review Deep Learning deep-neural-networks optical-flow keras-tensorflow push-ups pull-ups Detection
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  • Counting repetitions in a video
    1 project | /r/computervision | 29 Apr 2021
    Hi ! I am currently working on a project which involves the recognition of tennis strokes in videos. I have already implemented the detection part using a pre-trained OpenPose model to find the body keypoints and an LSTM for the classification task. Now I am having some trouble counting those movements. I have seen various approaches, but I would like something lightweight, somehow related to this specific task. Here is a project which uses optical flows to detect patterns in the movements, but a tennis stroke is a more complex action and I don't know how to label the frames (swing, not swing maybe). Another solution would be to use the already computed keypoints to compute some angles, but I didn't find something related to tennis. Thank you!

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about 6 years ago

NetoPedro/Deep-Learning-Push-Up-Counter is an open source project licensed under MIT License which is an OSI approved license.

The primary programming language of Deep-Learning-Push-Up-Counter is Jupyter Notebook.

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  6. Deep-Learning-Push-Up-Counter VS docs
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