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AI Cat Breed Classification
2026Machine Learning · Computer Vision
Overview
Compared ResNet50, DenseNet121 and MobileNetV3Small on 5,000 images, achieving 96.13% accuracy.
PythonTensorFlowDeep Learning
The problem
Classify cat breeds from images using deep learning.
What I built
- Compared three pretrained architectures: ResNet50, DenseNet121 and MobileNetV3Small.
- Trained and evaluated on a dataset of 5,000 images.
Result
The best-performing setup reached 96.13% accuracy.