Mini Project Udacity;

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.