PAFNet: An Efficient Anchor-Free Object Detector Guidance

Object detection is a basic but challenging task in computer vision, which plays a key role in a variety of industrial applications. However, object detectors based on deep learning usually require greater storage requirements and longer inference time, which hinders its practicality seriously... (read more)

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Datasets


Results from the Paper


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK BENCHMARK
Object Detection COCO test-dev PAFNet (ResNet50-vd) AP 42.2 # 1
AP50 59.8 # 114
AP75 45.3 # 98
APS 22.8 # 105
APM 45.8 # 93
APL 59.2 # 52

Methods used in the Paper


METHOD TYPE
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