Learn to build a TensorFlow model for classifying skin lesions as benign or malignant in this 31-minute tutorial. Explore the ISIC dataset, create a preprocessing script, set up and train the model, and implement advanced metrics including ROC curves. Gain practical experience in handling imbalanced datasets and evaluating model performance for medical image classification tasks.
Classifying Skin Cancer - TensorFlow Tutorial
Overview
Syllabus
- Introduction
- Dataset overview
- Preprocess script
- Setup model and training
- Introducing better metrics
- ROC curve
- Evaluation and Ending
Taught by
Aladdin Persson
