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face_obstruction_image_detection
dima806/face_obstruction_image_detection
face_obstruction_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 face obstruction type given a facial image with about 91% accuracy.
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At a glance
- Task
- Image Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- vit
- Access
- Public
- Created
- Oct 5, 2023
- Updated
- Oct 19, 2024
- SHA
- d58c7ee5
Base models
Model card
From the Hugging Face model README
Returns face obstruction type given a facial image with about 91% accuracy.
See https://www.kaggle.com/code/dima806/face-obstruction-image-detection-vit for more details.
Classification report:
precision recall f1-score support
sunglasses 0.9974 0.9985 0.9980 3422
glasses 0.9896 0.9968 0.9932 3422
other 0.7198 0.7613 0.7400 3422
mask 0.9971 0.9985 0.9978 3422
hand 0.7505 0.7086 0.7290 3422
none 0.9976 0.9860 0.9918 3422
accuracy 0.9083 20532
macro avg 0.9087 0.9083 0.9083 20532
weighted avg 0.9087 0.9083 0.9083 20532
- Task
- Image Classification
- Library
- transformers
- Type
- vit
- License
- apache-2.0
- Created
- Oct 5, 2023
- Updated
- Oct 19, 2024