• Framework Migration: Contribute to the migration of fastai to Pytorch Lightning, working closely with the technical team to ensure compatibility with new and existing functionality.
• Pipeline Enhancement: Design and implement a flexible pipeline architecture that maintains compatibility with existing features, with a focus on updated model architecture, advanced loss functions and ensemble predictions.
• Polygon Enhancement: Design and implement improved polygon regularization techniques for accurate delineation of buildings, ensuring compatibility with evolving architecture. […]
• Testing Infrastructure...