Dogs and Cats Classification with Convolutional Neural Network (CNN) Dog vs Cat Classification (2-CNN,4-CNN,Tranfer learning with pytorch and Tensorflow Keras)

Saphir Volviane Mfogo

• Introduction
• Usage

This respository contains the Dog vs Cat classifier with regularization both with TensorFlow and Pytorch

Assuming you are in the Cats_Dogs_classification master folder the you go in Dog_Cat_Classifier subfolder. You also do the same for tranfer learning subfolder

1. Preparation:

• Download the Dog vs Cat dataset
• Then put them into a folder (Cat_Dog_data/ for example). Please carefully check the directory of the folder whether containing invalid characters or image with wrong extension. The data should be structure as follow:
• Cat_Dog_data/train/cat, Cat_Dog_data/train/dog for the training dataset
• Cat_Dog_data/test/cat, Cat_Dog_data/test/dog for the test dataset

3. cat_dog_tranfer_learning content the code of the classicication of Dog vs Cat using a pretrained model
4. Dog_Cat_Classifier content the code for the classicication with 2 and 4 convolutions

As bonus to this repository I also build a face landmark of the student of AMMI 2019