Dermatologist AI Deep Learning NanoDegree 2020;
datasets: Udacity Deep Learning NanoDegree 2020 / Deep Learning in Cancer Detection - Class 8;
model: https://teachablemachine.withgoogle.com/train
classes: melanoma, nevus and seborrheic keratosis.
(hyperparameters by default)
model accuracy (first experience): 64%;
model accuracy (second experience): 66% - removing color noise (pen marks) from nevus datasets.
Problems: small datasets and nevus overestimated by having the biggest image samples.