Sure, we did build and apply a neural-network based Pose Classifier using Python in Power Fitness. This Pose Classifier is mainly used in Yoga Pose Detection and Grading. For each pose, we used a total of 120 photos (For Left: 60, Right: 60). The photos are all acquired and captured by professional Yoga coaches on the Internet.
You can build a model by yourself using the tutorial below~
Notebook FYI: https://www.tensorflow.org/lite/tutorials/pose_classification
Great work!!!!
Thank you!
I saw on the poster that you use CNN, have you built a model of your own? How many datasets did you use for each exercise to train the model?
Sure, we did build and apply a neural-network based Pose Classifier using Python in Power Fitness. This Pose Classifier is mainly used in Yoga Pose Detection and Grading. For each pose, we used a total of 120 photos (For Left: 60, Right: 60). The photos are all acquired and captured by professional Yoga coaches on the Internet.
You can build a model by yourself using the tutorial below~
Notebook FYI: https://www.tensorflow.org/lite/tutorials/pose_classification