Detecting People in Artwork with CNNs

27 Oct 2016 Nicholas Westlake Hongping Cai Peter Hall

CNNs have massively improved performance in object detection in photographs. However research into object detection in artwork remains limited... (read more)

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Results from the Paper


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT BENCHMARK
Object Detection PeopleArt Fast R-CNN (VGG16) MAP 59% # 1

Methods used in the Paper


METHOD TYPE
🤖 No Methods Found Help the community by adding them if they're not listed; e.g. Deep Residual Learning for Image Recognition uses ResNet