elcaiseri / Dog-and-Cat-Classification

Distinguish images of dogs from cats using custom CNN network and Transfer Learning with Keras.

Dog and Cat Classification

Distinguish images of dogs from cats using custom CNN network and Transfer Learning with Keras.

Dataset: cat and dog dataset

1. Custom CNN Network

Table of Contents:

• Introduction
• Configuration
• Read & Preprocessing the Data
• CNN Network
  • Training
• Evaluation
• Results
• Testing Visualization
• Other Solutions (Transfer Learning)

2. Transfer Learning (MobileNet)

Table of Contents:

• Introduction
• Configuration
• Read Data
• Data Visualization
• Transfer Learning
  • Training
• Results
• Other Solutions (Custom CNN)

---

You can copy and edit the code directly from my Kaggle notebooks:

1. Keras | CNN Dog or Cat Classification
2. Transfer Learning (CAT vs DOG)

© 2023 Kassem@elcaiseri