Python Deep Learning Projects

Pose-Guided Representation Learning for Person Re-Identification

Abstract: ReID is difficult due to person images’ large pose variations and misalignment errors. Existing works use pose estimation, part segmentation, etc. to improve pedestrian representations. Boosting ReID accuracy requires computational overheads and makes deep…

Python Deep Learning Projects

Towards End-to-End Text Spotting in Natural Scenes

Abstract: Many image understanding tasks require natural scene text spotting. Text detection and recognition are subtasks. We propose a unified network that localizes and recognizes text in a single forward pass without image cropping, feature…