Build and train a convolution neural network for classifying images of Cats and Dogs
Cats vs Dogs classification is a fundamental Deep Learning project for beginners.
https://www.kaggle.com/chetankv/dogs-cats-images
No of Training Images: 8000
No of Validation Images: 2000
Models:
CNN model
Training Set accuracy: 95%
Validation Set accuracy: 93%
VGG 16 with fine tuning
Training Set accuracy: 99%
Test Set accuracy: 98%