November 2025 TensorFlow / Transfer Learning / CNN / Computer Vision
Dog Breed Classification.
Deep learning pipeline for 120-breed classification with transfer learning.
Overview
End-to-end deep learning solution leveraging MobileNetV2 transfer learning to classify 120 dog breeds with optimized accuracy. Demonstrates proficiency in computer vision, data preprocessing, and model architecture selection—key skills for ML production environments.
Highlights
- Transfer learning optimization
- 120-class multi-label classification
- Production-ready preprocessing pipeline
Stack
Python · TensorFlow · Jupyter