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PASCAL-Part

홈페이지 · 논문 65편

PASCAL-Part is a set of additional annotations for PASCAL VOC 2010. It goes beyond the original PASCAL object detection task by providing segmentation masks for each body part of the object. For categories that do not have a consistent set of parts (e.g., boat), it provides the silhouette annotation. It can also serve as a set for human semantic part segmentation: It contains multiple humans per image in unconstrained poses and occlusions (1,716 for training and 1,817 for testing). It provides careful pixel-wise annotations for six body parts (i.e., head, torso, upper/lower-arms, and upper-/lower-legs). Source: The Ultimate Theory of Human Parsing Image Source: https://www.researchgate.net/profile/Zhedong_Zheng/publication/328123707/figure/fig4/AS:704683136016384@1545020960225/Qualitative-parsing-results-on-the-Pascal-Person-Part-dataset.png

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벤치마크

Human Part Segmentation on PASCAL-Part 결과 14개
Object Detection on PASCAL Part 2010 - Animals 결과 5개
Semantic Part Detection on PASCAL Part 2010 - Animals 결과 5개
Multi-Human Parsing on PASCAL-Part 결과 3개