paper-with-me

HICO-DET

홈페이지 · 논문 180편

HICO-DET is a dataset for detecting human-object interactions (HOI) in images. It contains 47,776 images (38,118 in train set and 9,658 in test set), 600 HOI categories constructed by 80 object categories and 117 verb classes. HICO-DET provides more than 150k annotated human-object pairs. V-COCO provides 10,346 images (2,533 for training, 2,867 for validating and 4,946 for testing) and 16,199 person instances. Each person has annotations for 29 action categories and there are no interaction labels including objects. Source: Visual Compositional Learning for Human-Object Interaction Detection Image Source: http://www-personal.umich.edu/~ywchao/hico/

Images

벤치마크

Human-Object Interaction Detection on HICO-DET 결과 56개
Weakly Supervised Object Detection on HICO-DET 결과 20개
Affordance Recognition on HICO-DET 결과 8개
Human-Object Interaction Concept Discovery on HICO-DET 결과 3개