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TensorFlow Lite PoseNet For Yoga Learning

Overview

This app allows users to learn yoga poses through pose detection software. It captures body pose in real-time and compares it to the actual pose required for each position.

Requirements

Android Studio 3.4+, PoseNet Tensorflow lite project

Software used

Kotlin, Tensorflow lite with pre-trained PoseNet

Technology and techniques

Android development, Artificial Intelligence for Body Pose Estimation, Cosine similarity for estimating pose differences

References

Tensorfow documentation - Pose Estimation

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