Speed Accuracy Trade Offs For Modern Convolutional Object Detectors
1Speedaccuracy trade-offs for modern convolutional object detectors 其主要考虑三种检测器Faster RCNNR-FCNSSD作为元结构三种CNN网络VGGInceptionResNet作为特征提取器变化其他参数如图像分辨率proposals数量等研究目标检测系统准确率与速度的权衡关系. The fastest object detection model is Single Shot Detector especially if MobileNet or Inception-based architectures are used for feature extraction. Pdf…
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