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coffee_bean_roast_image_detection
dima806/coffee_bean_roast_image_detection
coffee_bean_roast_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 coffee roast type given bean image.
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2.1 GB on disk
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At a glance
- Task
- Image Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- vit
- Access
- Public
- Created
- Sep 18, 2023
- Updated
- Oct 19, 2024
- SHA
- fc970061
Base models
Model card
From the Hugging Face model README
Returns coffee roast type given bean image.
See https://www.kaggle.com/code/dima806/roasted-coffee-bean-image-detection-vit for more details.
Classification report:
precision recall f1-score support
Dark 1.0000 1.0000 1.0000 160
Light 1.0000 1.0000 1.0000 160
Green 1.0000 1.0000 1.0000 160
Medium 1.0000 1.0000 1.0000 160
accuracy 1.0000 640
macro avg 1.0000 1.0000 1.0000 640
weighted avg 1.0000 1.0000 1.0000 640
- Task
- Image Classification
- Library
- transformers
- Type
- vit
- License
- apache-2.0
- Created
- Sep 18, 2023
- Updated
- Oct 19, 2024