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bird-species-classifier
MohamedFiyaz/bird-species-classifier
bird-species-classifier is a image classification model from MohamedFiyaz. Use it when you need a label for an image. It is set up for transformers. The card lists the license as mit.
Fine-tuned Vision Transformer (ViT-base-patch16-224) on the CUB-200-2011 dataset for 200-class bird species classification.
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At a glance
- Task
- Image Classification
- Library
- transformers
- License
- mit
- Model type
- vit
- Access
- Public
- Created
- Sep 17, 2024
- Updated
- Mar 21, 2026
- SHA
- 2fbabad7
Base models
Model card
From the Hugging Face model README
Bird Species Classifier (ViT)
Fine-tuned Vision Transformer (ViT-base-patch16-224) on the CUB-200-2011 dataset for 200-class bird species classification.
Model Details
- Architecture: ViT-base-patch16-224 (Google)
- Dataset: CUB-200-2011 (11,788 images, 200 species)
- Training: Transfer learning with AdamW optimizer, 5 epochs
- Test Accuracy: 99.93%
- Framework: PyTorch + HuggingFace Transformers
Author
Mohamed Fiyaz
- Task
- Image Classification
- Library
- transformers
- Type
- vit
- License
- mit
- Created
- Sep 17, 2024
- Updated
- Mar 21, 2026