Research RoadMap:

• Identify the technical challenges when combining Active learning and Deep learning

Berlin Proposal

• Identity the preprocessing steps and models for Additive Manufacturing images
• Obtain at the end scripts for DAL framework that can be used for use cases.

Post-Berlin

• Experiments on update vs from scratch training
• Explore the Explainable Active Learning (the idea would be to build a toolbox for it and then adapt it for a type of interesting dataset that we want to explore)