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shoe_types_image_detection
dima806/shoe_types_image_detection
shoe_types_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.
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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
- Oct 5, 2023
- Updated
- Oct 19, 2024
- SHA
- 10a9a52e
Base models
Model card
From the Hugging Face model README
Return shoe type given an image.
See https://www.kaggle.com/code/dima806/shoe-type-image-detection-vit for more details.
Classification report:
precision recall f1-score support
Clog 0.9748 0.9598 0.9672 1169
Brogue 0.9804 0.9812 0.9808 1170
Sneaker 0.9718 0.9735 0.9727 1170
Boat 0.9642 0.9658 0.9650 1170
Ballet Flat 0.9729 0.9837 0.9783 1169
accuracy 0.9728 5848
macro avg 0.9728 0.9728 0.9728 5848
weighted avg 0.9728 0.9728 0.9728 5848
- Task
- Image Classification
- Library
- transformers
- Type
- vit
- License
- apache-2.0
- Created
- Oct 5, 2023
- Updated
- Oct 19, 2024