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Classification of various skin lesions using CNNs in Keras. Utilizes transfer learning by building on top of well-known neural networks including DenseNet, InceptionResNet, and VGG19.

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SD325/ISIC_Skin_Lesion_Detection

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ISIC_Skin_Lesion_Detection

Classification of various skin lesions using CNNs in Keras. Utilizes transfer learning by building on top of well-known neural networks including DenseNet, InceptionResNet, and VGG19.

Data

All training and validation data from the 2019 International Skin Imaging Collaboration (ISIC).

Updated Results

DenseNet121

DenseNet121 ROC

InceptionNet V3

InceptionNet V3 ROC InceptionNet V3 Confusion Matrix

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Classification of various skin lesions using CNNs in Keras. Utilizes transfer learning by building on top of well-known neural networks including DenseNet, InceptionResNet, and VGG19.

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