Cats vs Dogs Classifier
- Concepts used:
- Transfer Learning (pre-trained InceptionV3 network)
- Data Augmentation
- Regularization using Dropouts ( to make network more efficient and prevent overfitting)
- Tech Stack:
- Python, TensorFlow and Keras
- GitHub: Project Link
Pre-trained model of InceptionV3 is used here to classify cats and dogs images and was able to bring the validation accuracy of 96%.