Malignant_img.md

Explainable AI for Malignant images

Original Image

Model

Each Layer Visualization for CNN

Visualizing activations for layer: conv2d_30 , Shape of activations for layer 'conv2d_30': (224, 224, 192)

Shape of activations for layer 'max_pooling2d_30': (112, 112, 192)

Visualizing activations for layer: conv2d_31 , Shape of activations for layer 'conv2d_31': (112, 112, 192)

Shape of activations for layer 'max_pooling2d_31': (56, 56, 192)

Visualizing activations for layer: conv2d_32 , Shape of activations for layer 'conv2d_32': (56, 56, 224)

Shape of activations for layer 'max_pooling2d_32': (28, 28, 224)

Visualizing activations for layer: conv2d_33 , Shape of activations for layer 'conv2d_33': (28, 28, 256)

Shape of activations for layer 'max_pooling2d_33': (14, 14, 256)

Visualizing activations for layer: conv2d_34 , Shape of activations for layer 'conv2d_34': (14, 14, 224)

Shape of activations for layer 'max_pooling2d_34': (7, 7, 224)