Copyright © 2023 Alessio Borgi
PROJECT SCOPE: Development of a Skin Cancer (Melanoma) Detection System using CNNs and LSTMs.
PROJECT RESULTS:
- Dataset Balancing using Oversampling for contrasting the High-Imbalance of the Dataset.
- CNN Model Development to detect Melanoma.
- LSTM Model Development to detect Melanoma.
- CNN and LSTM Comparison.
PROJECT REPOSITORY: https://github.com/alessioborgi/SkinMe_DL_Project
Credit & Attributions: Dataset Harvard Dataverse HAM10000 (i.e., "Human Against Machine with 10000 training images").