Project Option 3

Explainable Machine Learning  

Model Interpretability and Visualization


Study the visualization methods to explain the results of CNNs. Implement at least two visualization algorithms on at least two datasets: at least one toy dataset and at least one real-world dataset (CIFAR and ImageNet belong to this class). Compare and analyze the visualization results among methods. 

Two Sub-topics 

Machine Learning Visualization,   CNN Visualization