template <typename Dtype> void MultiBoxLossLayer<Dtype>::LayerSetUp(const vector<Blob<Dtype>*>& bottom, const vector<Blob<Dtype>*>& top) { LossLayer<Dtype>::LayerSetUp(bottom, top); if (this-

一、Performance of SSD and other mainstream algorithms. Method(VOC2007 test) FPS mAP SSD 59 72.1% Faster R-CNN 7 73.2% YOLO 45 63.4% According to the paper of SSD， the fundamental

最近学习了SSD，想自己实现SSD后面检测的过程（虽然SSD已经有提供代码，但是自己练练手）。自己添加的层MyDetect（功能是对于输入进来的prior bounding box， location predict， confidence predict进行处理，输出top[0]维度是1×1×100*6（默认最多识别的框不超过100，后面的6维度是xmin，ymin，xmax，ymax，class

# -*- coding: utf-8 -*- """ Created on Tue Jan 3 15:40:29 2017@author: yang """ from xml.dom.minidom import Documentdef save_to_xml(save_path, im_width, im_height, im_depth, objects_axis, label_name):