# 车辆检测+计数+车牌检测与车牌识别
一个小时内不能上传超过20个文件,慢慢更新中...
#### 介绍
基于pytorch深度学习框架,实用开源模型yolov4实现模板检测与yolov5实现车牌检测与LPRNet实现车牌检测
基于win10系统,实用anaconda配置python环境,在anaconda里面下载vscode对项目进行编辑,
#### 软件架构
![软件架构](https://images.gitee.com/uploads/images/2021/0726/124949_31173f9c_5230895.png "屏幕截图.png")
#### 安装教程
[保姆级环境配置:](https://blog.csdn.net/weixin_44791964/article/details/106037141)
#### [简洁版环境配置:]
- last.pt 权重文件太大,不能直接上传到码云,通过百度云方式分享,下载后,放入weights文件夹。
- 链接:
- 链接:https://pan.baidu.com/s/1OmMVqckyMDosopfwv52zTQ
- 提取码:je0x
- 有码友发来这样的消息:
- ![输入图片说明](https://images.gitee.com/uploads/images/2021/0805/114018_8dfbbbd1_5230895.png "屏幕截图.png")
- 所以上传到百度云:
链接:https://pan.baidu.com/s/1sG9VdVt_HR-mi53UcII3ZA
提取码:n7uc
编辑器我选择的是vscode,用anaconda创建虚拟python环境可以很好的分离项目,独立起来,方便。
- pytorch安装:
- 官网推荐的安装代码如下,我使用的是Cuda10的版本:
```
- CUDA 10.0
- pip install torch===1.2.0 torchvision===0.4.0 -f https://download.pytorch.org/whl/torch_stable.html
- CUDA 9.2
- pip install torch==1.2.0+cu92 torchvision==0.4.0+cu92 -f https://download.pytorch.org/whl/torch_stable.html
- CPU only
- pip install torch==1.2.0+cpu torchvision==0.4.0+cpu -f https://download.pytorch.org/whl/torch_stable.html
```
- 给出网盘链接:
- 链接:https://pan.baidu.com/s/1YwcoaSRmNaeWZfHWkZ8lJg
- 提取码:9i28
- 这样下载的速度比较慢,可以通过下载whl文件在本地进行安装。
下载完成后找到安装路径:
![输入图片说明](https://images.gitee.com/uploads/images/2021/0726/163505_a23ec979_5230895.png "屏幕截图.png")
在cmd定位过来后利用文件全名进行安装即可
![输入图片说明](https://images.gitee.com/uploads/images/2021/0726/163530_2a02cebb_5230895.png "屏幕截图.png")
安装有问题可以跳转到保姆级教程:[保姆级环境配置:](https://blog.csdn.net/weixin_44791964/article/details/106037141)
#### 使用说明
1. 运行detect.py:实现对 /inference/images 路径下的图片和视频进行目标检测,卡车计数,和车牌检测与识别
2. 在/inference/output 路径下可看到输出情况
![实操情况](https://images.gitee.com/uploads/images/2021/0726/125452_912b655b_5230895.png "屏幕截图.png")
#### 结果展示
![输入图片说明](https://images.gitee.com/uploads/images/2021/0726/125806_282bc84b_5230895.png "屏幕截图.png")
![输入图片说明](https://images.gitee.com/uploads/images/2021/0726/125821_d3b76e7b_5230895.png "屏幕截图.png")
![输入图片说明](https://images.gitee.com/uploads/images/2021/0726/125852_8f9547b9_5230895.png "屏幕截图.png")
![输入图片说明](https://images.gitee.com/uploads/images/2021/0726/125900_c0c3d530_5230895.png "屏幕截图.png")
![输入图片说明](https://images.gitee.com/uploads/images/2021/0726/125922_5f8e31d1_5230895.png "屏幕截图.png")
![输入图片说明](https://images.gitee.com/uploads/images/2021/0726/125934_4f9e2aa9_5230895.png "屏幕截图.png")
#### 欢迎交流
精力实在有限,我建了一个qq群,欢迎大家交流:
![QQ交流群](a2d896257c1d8cb7f8387bf8eb47fc8.jpg)
目前在读中科院攻读人工智能方向小硕一枚, 2024清华大学具身智能方向PHD.
。
#### 小鸡汤:
很多坑要自己去踩才能成长的,动不动就把问题抛给我,我除了又成长了一遍,你们还得到了什么。
你们碰到99%的问题,通过搜索引擎都是能解决的。
要善于自己动手,发现问题不是啥本事,发现问题并解决问题才是本事。
我的代码已经写得很清楚了,在框架方向基本无误的情况下,是可以通过debug调通代码的。
没有合适的资源?快使用搜索试试~ 我知道了~
温馨提示
人脸识别 人脸识别系统主要包括四个组成部分,分别为:人脸图像采集及检测、人脸图像预处理、人脸图像特征提取以及匹配与识别。 人脸图像采集及检测 人脸图像采集:不同的人脸图像都能通过摄像镜头采集下来,比如静态图像、动态图像、不同的位置、不同表情等方面都可以得到很好的采集。当用户在采集设备的拍摄范围内时,采集设备会自动搜索并拍摄用户的人脸图像。 人脸检测:人脸检测在实际中主要用于人脸识别的预处理,即在图像中准确标定出人脸的位置和大小。人脸图像中包含的模式特征十分丰富,如直方图特征、颜色特征、模板特征、结构特征及Haar特征等。人脸检测就是把这其中有用的信息挑出来,并利用这些特征实现人脸检测。 主流的人脸检测方法基于以上特征采用Adaboost学习算法,Adaboost算法是一种用来分类的方法,它把一些比较弱的分类方法合在一起,组合出新的很强的分类方法。 人脸检测过程中使用Adaboost算法挑选出一些最能代表人脸的矩形特征(弱分类器),按照加权投票的方式将弱分类器构造为一个强分类器,再将训练得到的若干强分类器串联组成一个级联结构的层叠分类器,有效地提高分类器的检测速度。
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