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README.md 969 B

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Yoga-Pose-Classification

Finetuning MobilenetV3 model for Yoga Pose classification using DagsHub streaming.

Data

The dataset is divided 5 sub folders in each directory corresponding to the 5 classes of yoga poses. The images are extracted from bing using their API functionality and then they are manually cleaned, resized and compressed.

./Data
   ├─Downdog
   ├─Goddess
   ├─Plank
   ├─Tree
   └─Warrior2

Model

MobileNetV3 gives SOTA results for lightweight models in major computer vision problems. It is faster to train and lightweight. Learn more by reading the official paper: Searching for MobileNetV3

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