Welcome to this step-by-step guide on setting up and using MMSegmentation, a powerful open-source toolbox for semantic segmentation built on PyTorch. We will use the Stanford Background Dataset with ...
This chapter introduces you to the framework of MMSegmentation, and the basic conception of semantic segmentation. It also provides links to detailed tutorials about MMSegmentation. MMSegmentation is ...
Abstract: 4D LiDAR semantic segmentation classifies the semantic category of each LiDAR point and detects whether it is dynamic, a critical ability for tasks like obstacle avoidance and autonomous ...
Abstract: In biomedical vision research, a significant challenge is the limited availability of pixel-wise labeled data. Data augmentation has been identified as a solution to this issue through ...