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horse_breeds_image_detection
dima806/horse_breeds_image_detection
horse_breeds_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 horse breed given an 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
- Sep 21, 2023
- Updated
- Oct 19, 2024
- SHA
- becf4d3c
Base models
Model card
From the Hugging Face model README
Returns horse breed given an image with about 91% accuracy.
See https://www.kaggle.com/code/dima806/horse-breed-image-detection-vit for more details.
Classification report:
precision recall f1-score support
Friesian 0.8889 1.0000 0.9412 24
Arabian 0.8571 0.9600 0.9057 25
Percheron 1.0000 0.6400 0.7805 25
Orlov Trotter 0.7931 0.9200 0.8519 25
Akhal-Teke 1.0000 0.9200 0.9583 25
Vladimir Heavy Draft 0.9200 0.9583 0.9388 24
Appaloosa 1.0000 1.0000 1.0000 25
accuracy 0.9133 173
macro avg 0.9227 0.9140 0.9109 173
weighted avg 0.9229 0.9133 0.9106 173
- Task
- Image Classification
- Library
- transformers
- Type
- vit
- License
- apache-2.0
- Created
- Sep 21, 2023
- Updated
- Oct 19, 2024