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Cattle_Skin_Disease
SrimathiE21ALR044/Cattle_Skin_Disease
Cattle_Skin_Disease is a image classification model from SrimathiE21ALR044. Use it when you need a label for an image. It is set up for transformers.
This project utilizes a Vision Transformer (ViT) model to classify cattle skin diseases, leveraging a curated dataset that was augmented to enhance diversity and robustness. The dataset, enriched through data augmenta…
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At a glance
- Task
- Image Classification
- Library
- transformers
- Model type
- vit
- Access
- Public
- Created
- Oct 18, 2023
- Updated
- Dec 16, 2023
- SHA
- d3030e24
Model card
From the Hugging Face model README
Cattle_Skin_Disease
This project utilizes a Vision Transformer (ViT) model to classify cattle skin diseases, leveraging a curated dataset that was augmented to enhance diversity and robustness. The dataset, enriched through data augmentation techniques, provides a varied and comprehensive collection of high-resolution images. By employing the ViT model, trained on this augmented dataset, the project aims to enhance veterinarians' diagnostic accuracy. This innovative approach not only optimizes disease recognition but also contributes to the advancement of machine learning applications in veterinary medicine.
You can get more details with the help of the below ChatBot🤖👇:
<a href="https://huggingface.co/spaces/SrimathiE21ALR044/cattle_care"><img src="Screenshot 2023-10-21 095015.png"></a>
Example Images
<img src="InShot_20231019_211642091.jpg" width="500" height="600"/>- Task
- Image Classification
- Library
- transformers
- Type
- vit
- Created
- Oct 18, 2023
- Updated
- Dec 16, 2023