资源简介

该文件为目标检测源代码以及训练好的模型,tensorflow实现,可以直接运行,也可以在自己需要的基础上进行二次训练

资源截图

代码片段和文件信息

import os
All_list = r‘./Data/all_list.txt‘
Train_list = r‘./Data/train_list.txt‘
Valid_list = r‘./Data/valid_list.txt‘
Annotation_path = r‘./Data/Annotations‘
Images_path = r‘./Data/Images/‘
Test_output = r‘./Test_output‘
Processed_path = r‘./Data/Processed‘
Weights_file=r‘./train_alexnet/Alexnet‘

Classes=[‘bus‘]
Class_num = 2#因为有背景在 所以比Classes多一项
Image_w = 1600
Image_h = 1200
Roi_num = 600#防止候选框太多所做的限定在我的项目里我取的是合格框数量(150)的4倍

Batch_size = 1
Max_iter =  100000
Summary_iter = 10
Save_iter = 500

Initial_learning_rate = 0.00001
Decay_rate = 0.8
Decay_iter = 900
Staircase = True
Roi_threshold = 0.7
NMS_threshold = 0.05

 属性            大小     日期    时间   名称
----------- ---------  ---------- -----  ----
     目录           0  2018-07-03 01:22  Fast-RCNN-master\
     目录           0  2018-07-03 01:22  Fast-RCNN-master\Alexnet_weight\
     文件          15  2018-07-03 01:22  Fast-RCNN-master\Alexnet_weight\Alexnet_weight
     文件        9671  2018-07-03 01:22  Fast-RCNN-master\Data.py
     目录           0  2018-07-03 01:22  Fast-RCNN-master\Data\
     目录           0  2018-07-03 01:22  Fast-RCNN-master\Data\Annotations\
     文件         594  2018-07-03 01:22  Fast-RCNN-master\Data\Annotations\000001.xml
     目录           0  2018-07-03 01:22  Fast-RCNN-master\Data\Images\
     文件           4  2018-07-03 01:22  Fast-RCNN-master\Data\Images\pic
     目录           0  2018-07-03 01:22  Fast-RCNN-master\Data\Processes\
     文件          10  2018-07-03 01:22  Fast-RCNN-master\Data\Processes\npy
     文件           7  2018-07-03 01:22  Fast-RCNN-master\Data\all_list.txt
     文件           6  2018-07-03 01:22  Fast-RCNN-master\Data\test_list.txt
     文件           6  2018-07-03 01:22  Fast-RCNN-master\Data\train_list.txt
     文件        6068  2018-07-03 01:22  Fast-RCNN-master\Net.py
     目录           0  2018-07-03 01:22  Fast-RCNN-master\Output\
     文件          12  2018-07-03 01:22  Fast-RCNN-master\Output\output
     文件        4738  2018-07-03 01:22  Fast-RCNN-master\README.md
     目录           0  2018-07-03 01:22  Fast-RCNN-master\Test_output\
     文件          12  2018-07-03 01:22  Fast-RCNN-master\Test_output\test_result
     文件         740  2018-07-03 01:22  Fast-RCNN-master\config.py
     目录           0  2018-07-03 01:22  Fast-RCNN-master\result\
     文件           2  2018-07-03 01:22  Fast-RCNN-master\result\1
     文件      257244  2018-07-03 01:22  Fast-RCNN-master\result\1.jpg
     文件      412526  2018-07-03 01:22  Fast-RCNN-master\result\2.jpg
     文件       48792  2018-07-03 01:22  Fast-RCNN-master\result\3.jpg
     文件        8864  2018-07-03 01:22  Fast-RCNN-master\selectivesearch.py
     文件        9616  2018-07-03 01:22  Fast-RCNN-master\train.py

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