Speed/accuracy trade-offs for modern convolutional object detectors
2017-08-16 17:41
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1. Introduction
近年来由于使用卷积神经网络(CNN),目标检测方面取得了很大的进展。
基于这些网络的现代物体检测器,如Faster R-CNN [31],R-FCN [6],Multibox [40],SSD [26]和YOLO [29]
现在已经足够好地部署在消费类产品中(例如Google Photos,Pinterest Visual Search),有些已被证明足够快,可以在移动设备上运行。
近年来由于使用卷积神经网络(CNN),目标检测方面取得了很大的进展。
基于这些网络的现代物体检测器,如Faster R-CNN [31],R-FCN [6],Multibox [40],SSD [26]和YOLO [29]
现在已经足够好地部署在消费类产品中(例如Google Photos,Pinterest Visual Search),有些已被证明足够快,可以在移动设备上运行。
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