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yoga_pose_image_classification
dima806/yoga_pose_image_classification
yoga_pose_image_classification is a image classification model from dima806. Use it when you need a label for an image. It is set up for transformers. The card lists the license as apache-2.0.
Returns yoga pose given an image with 97% accuracy.
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At a glance
- Task
- Image Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- vit
- Access
- Public
- Created
- Nov 18, 2023
- Updated
- Oct 19, 2024
- SHA
- b80c749a
Base models
Model card
From the Hugging Face model README
Returns yoga pose given an image with 97% accuracy.
See https://www.kaggle.com/code/dima806/yoga-pose-classification-vit for more details.
Classification report:
precision recall f1-score support
Bridge 0.9776 0.9776 0.9776 134
Child 0.9701 0.9701 0.9701 134
Cobra 0.9774 0.9701 0.9738 134
Downward-Dog 0.9924 0.9701 0.9811 134
Pigeon 1.0000 0.9851 0.9925 134
Standing-Mountain 0.9214 0.9699 0.9451 133
Tree 0.9767 0.9474 0.9618 133
Triangle 0.9270 0.9549 0.9407 133
Warrior 0.9699 0.9627 0.9663 134
accuracy 0.9676 1203
macro avg 0.9681 0.9676 0.9677 1203
weighted avg 0.9681 0.9676 0.9677 1203
- Task
- Image Classification
- Library
- transformers
- Type
- vit
- License
- apache-2.0
- Created
- Nov 18, 2023
- Updated
- Oct 19, 2024