[project]cat and dog classifier

cat_and_dog_classifier_final.ipynb

2.06MB

A Comprehensive Study Using VGG16 with CutMix Augmentation and Grad-CAM Visualization.docx

1.02MB

 

 

 

• model: VGG16
• Optimizer: SGD
• loss function: CrossEntropyLoss
• training, validation, test sets rate 5: 2.5: 2.5
• fine-tuning
• Augmentation: CutMix aumentation
• XAI: Grad-CAM
• Accuracy, AUC
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