Cat and Dog CNN ResNet50

DataSet From Kaggle - Cat and Dog

Data set is too large, please download it yourself.

Overview

• Language: Python v3.10.12
• Package: Tensorflow
• Model: CNN(ResNet50)
• Loss Function: Cross Entropy
• Optimizer: Adam, Learning Rate = 0.0001
• data augmentation to reduce overfitting

Loss and Accuracy

Confusion Matrix - Accuracy Rate 97.53%