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%.