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smart_tv_hand_gestures_image_detection
dima806/smart_tv_hand_gestures_image_detection
smart_tv_hand_gestures_image_detection 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 a hand gesture type for smart TV given an image.
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At a glance
- Task
- Image Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- vit
- Access
- Public
- Created
- Jan 30, 2025
- Updated
- Jan 30, 2025
- SHA
- 10428a28
Base models
Model card
From the Hugging Face model README
Returns a hand gesture type for smart TV given an image.
See https://www.kaggle.com/code/dima806/smart-tv-hand-gestures-image-detection-vit for details.
Classification report:
precision recall f1-score support
Down 1.0000 1.0000 1.0000 1350
Left Swipe 1.0000 1.0000 1.0000 1350
Right Swipe 1.0000 1.0000 1.0000 1350
Stop 0.9912 1.0000 0.9956 1350
Stop Gesture 1.0000 1.0000 1.0000 1350
Swipe 1.0000 0.9948 0.9974 1350
Thumbs Down 1.0000 1.0000 1.0000 1350
Thumbs Up 1.0000 1.0000 1.0000 1350
Up 1.0000 0.9963 0.9981 1350
accuracy 0.9990 12150
macro avg 0.9990 0.9990 0.9990 12150
weighted avg 0.9990 0.9990 0.9990 12150
- Task
- Image Classification
- Library
- transformers
- Type
- vit
- License
- apache-2.0
- Created
- Jan 30, 2025
- Updated
- Jan 30, 2025