Object Detection

COCO Datasets

• Most popular baseline for all object detection, semantic segmentation, 2d human pose estimation tasks

  

Objects365: A Large-scale, High-quality Dataset for Object Detection

• pre-training objects365 performs better on object detection task than ImageNet
• has 365 object categories
• over 600K training images
• More than 10 million high-quality bounding boxes are manually labeled through a three-step

CityPersons

• tackles pedestrian detection task

  

CrowdHuman

• Best dataset for human detection