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Skin-Cancer-Classification | MEDIUM Blog

The following is the link to the Medium Blog. The blog will guide you through the execution of Skin Cancer Classification

Architecture Used:

Tensorflow, Efficient Net B0

To use other architectures go to the official Tensorlfow website and check image resolution. Check the below image for changing the image resolution

alt text

Datset Used:

ICIS Skin Cancer Image Dataset 25,331 Training Images 9 Major categories

But we will be considering only 2 categories that are benign and malignant for the simplicity of this tutorial

Training Image Size: 224 X 224

Example Image:

Benign: alt text alt text

Malignant

alt text alt text

AUC Curve

AUC Curve for 1 epoch

alt text