Bird Image Classifier 🐦

A deep learning image classifier that distinguishes birds from forests, built with fast.ai and transfer learning (ResNet34).

What I did

• Downloaded images using DuckDuckGo search
• Trained a ResNet34 model using transfer learning
• Fine-tuned the model with fast.ai's DataBlock API

Tech Stack

• Python
• fast.ai
• PyTorch
• Kaggle (GPU T4)

Course

Part of Practical Deep Learning for Coders - Lesson 1