IDC type Breast Cancer Classification

Breast cancer classification on Keras (based on the implementaion of CancerNet algorithm by Adrian Rosebrock [1]). Breast cancer is the most common form of cancer in women, and Invasive Ductal Carcinoma (IDC) is the most common form of breast cancer.

Explainable AI for Visual Defect Inspection

NEU_XAI Developed and studied XAI algorithms that generates saliency maps according to the importance of each corresponding pixels of the input test image towards the Machine Learning model’s predictive accuracy, with the aim of decoding complex black-box models.