Detecting Skin Cancer (Melanoma) With Deep Learning And SnapML
I have successfully build a deep learning model to detect melanoma with a very high accuracy.
Melanoma is skin cancer which is very deadly but can be prevented if we can do early detection.
Models like these might be useful to medical community.
I am using PyTorch with a couple of python libraries to train and validate this model.
I used the dataset from SSIM-ISIC which can be found here:
https://www.kaggle.com/c/siim-isic-melanoma-classification