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Legend |
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DVC Managed File |
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In this project, we will be finetuning Resnet34 model for Yoga Pose classification using DagsHub streaming.
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.
Licence: CC0: Public Domain
./Data
├─Downdog
├─Goddess
├─Plank
├─Tree
└─Warrior2
Streaming(s) | No-streaming(s) | |
---|---|---|
Dataloader | 6.54 | 73.84 |
Training | 74 | 72 |
Total | 80.54 | 145.84 |
python src/train.py
dvc repro
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