Connect the parts
HuggingFace Gradio Space -> Vision Transformer (ViT) Backbone -> Softmax 41-Class Classification Head -> Confidence Score Analytics.
AI/ML / archived
Cattle Breed Identification System
An ensemble-based AI tool capable of classifying 41 Indian cattle breeds using Vision Transformers and image preprocessing techniques..
The problem.
Explore image classification across 41 Indian cattle breeds.
My contribution.
Designed and implemented the application described in this project, including its core workflow and supporting interface.
How the parts connect.
HuggingFace Gradio Space
Part of the project architecture.
Vision Transformer (ViT) Backbone
Part of the project architecture.
Softmax 41-Class Classification Head
Part of the project architecture.
Confidence Score Analytics.
Part of the project architecture.
The decisions.
Keep the workflow focused
Recognition of 41 unique cattle breeds
Build, test, deliver.
Implementation and setup instructions.
What to keep in mind.
This is a portfolio study. No independently verified performance or accuracy benchmark is claimed.
Repository availability and external demonstrations can change; consult the source for current setup and limitations.