Pose Neural Fabrics Search

16 Sep 2019Sen YangWankou YangZhen Cui

Neural Architecture Search (NAS) technologies have been successfully performed for efficient neural architectures for tasks such as image classification and semantic segmentation. However, existing works implement NAS for target tasks independently of domain knowledge and focus only on searching for an architecture to replace the human-designed network in a common pipeline... (read more)

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Evaluation Results from the Paper


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK COMPARE
Keypoint Detection COCO PNFS Test AP 70.9 # 6
Pose Estimation MPII Human Pose Searchable Neural Fabrics PCKh-0.5 90.1 % # 13