chenjoya / vehicle_detection_recognition Goto Github PK

This is a Matlab lesson design for vehicle detection and recognition. Using cifar-10Net to training a RCNN, and finetune AlexNet to classify. Thanks to Cars Dataset:http://ai.stanford.edu/~jkrause/cars/car_dataset.html

MATLAB 100.00%

vehicle-detection rcnn matlab

vehicle_detection_recognition's Introduction

Deprecated. This repo is too out-of-date. You may check recent object/vehicle detection method.

UPDATE!!!

We redesigned the GUI, and the program was optimized.

Have a look:

1、4 steps for pic recognition:

2、You can select bounding-box by yourself:

3、Video:

4、Load your own model:

Vehicle_Detection_Recognition

This is a Matlab lesson design for vehicle detection and recognition. Using cifar-10Net to training a RCNN, and finetune AlexNet to classify. Thanks to Cars Dataset : http://ai.stanford.edu/~jkrause/cars/car_dataset.html

Software

Matlab R2016b

Doadload

cars_meta.mat : http://pan.baidu.com/s/1mi6nvr6

cifar10NetRCNN.mat : (for Car position detection) http://pan.baidu.com/s/1geLa1V1

AlexNet_New.mat : (for Car type classify) http://pan.baidu.com/s/1bEzcYE

Code

You can use it to finish your task for single picture or video. Make sure your picture or video frame has 3 channels (colorful)

Citation

3D Object Representations for Fine-Grained Categorization Jonathan Krause, Michael Stark, Jia Deng, Li Fei-Fei 4th IEEE Workshop on 3D Representation and Recognition, at ICCV 2013 (3dRR-13). Sydney, Australia. Dec. 8, 2013.

DataSet : http://ai.stanford.edu/~jkrause/cars/car_dataset.html

Effect

Actually, The running speed of the program is a bit of slow... Hope you can try Faster-Rcnn or yolo (you only look once).

vehicle_detection_recognition's People

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wyx0722 scitao zn845639326 richard7412 hzq-github sunshinnnne329 chenbangfeng woshihucheng ethanray qiankai wzcengyjs14 hhfei2000 lhhero lizhou19940330 jm2981858 csu-mapping bannaboxer lhb2017 baifanysu owenlnut mamonraab yuhaozhuang93 lxw4939 gusongsong1342 sujeking smithli hoboqian sharonhaha cnn-students-bcs taylorluo cuixiaoyanggithub wangzhe0623 lfwjune millchow wizen123 rojan-mu jackson08 feiyungu easyabc ganwy2017 xbhlk mahmud83 huipengzhang fusheng1209 weiniuzhu dxykevin heyingzhen yuanpeng50 kejia1 shubhampachori12110095 chengjiachuang luckyowl2 qiezicaicai dlndlhplee liuhan001 zhangqianqianqq rope-master thelittlethree tianaosheng fmigone tanuj99 2458zhanghehe dannyblueethan wee-flame bowenmu jiege1994 huadong-li pikapikazhou enaihali dragon-oniv avont129 smartcai qiu-pinggaizi shiyong2019 zwl1671 haydar-can yiyasz zxs1652 everythingismetaphor messiiiiiiiiii10 wangjie1450 tungtpvn2 adenmulu

vehicle_detection_recognition's Issues

百度云分享模型文件

你分享的百度云的文件已经失效了，能否再发一次呢？谢谢了，毕设急需 @chenjoya

还是不懂怎么让它用CPU运行呀

不行呀博主，MATLAB提示GPU不支持呀，我可以加下你好友吗？你看看“
There is a problem with the CUDA driver or with this GPU device. Be sure that you have a supported GPU and that the latest driver is
installed.”出错 parallel.internal.gpu.isAnyDeviceSelected

出错 parallel.gpu.GPUDevice.isAvailable (line 108)
if parallel.internal.gpu.isAnyDeviceSelected

出错 nnet.internal.cnngpu.isGPUCompatible (line 9)
if(canUsePCT() && parallel.gpu.GPUDevice.isAvailable())

出错 trainNetwork (line 46)
nnet.internal.cnngpu.isGPUCompatible(true);

原因:
The CUDA driver could not be loaded. The library name used was 'nvcuda.dll'. The error was:
找不到指定的模块。

GUI运行错误？

博主，CPU的问题我已解决，现在我运行了你的GUI界面。只有载入图像可以正常工作，其余的，十字光标截取，完成截取，一步识别等无法工作，出现了这样的错误，我搞不清楚是哪里出错了？希望你能帮助我。下面我仅选取了十字光标截取和完成截取的错误。

我是AMD的显卡，GPU不支持呀（续）

请教博主，怎么把代码改为CPU运行呀

need some help plz

Hello, this project is very interesting, and I want to try it myself.
But after I clone it on my PC and run, I failed.

I download the three file mentioned in README: cars_meta.mat cifar10NetRCNN.mat AlexNet_New.mat,
and put them in the model folder, but afterI load picture matlab's console give me some message like this:

I am new to this area and know little about it, I don't know whether there are anything I missed to build the environment? Or some other operations?

Would you mind giving me some help, plz? Sorry to disturb and thank you for answering me!

cifar10NetRCNN

Hello. I wonder where does 'cifar10NetRCNN.mat' come from? Is it a trained RCNN?

测试出错

你好！我用的也是2016b，但是还是出现了下面的问题：
>> shibie
等号右侧的输出数目不足，无法满足赋值要求。

出错 rcnnObjectDetector/detect (line 561)
[bboxes, boxScores] = this.RegionProposalFcn(Iroi);

出错 shibie>picture_Callback (line 167)
[bboxes, ~, ~] = detect(cifar10NetRCNN.cifar10NetRCNN, frame);

出错 gui_mainfcn (line 95)
feval(varargin{:});

出错 shibie (line 42)
gui_mainfcn(gui_State, varargin{:});

出错
matlab.graphics.internal.figfile.FigFile/read>@(hObject,eventdata)shibie('picture_Callback',hObject,eventdata,guidata(hObject))
计算 UIControl Callback 时出错

请问这个怎么解决，谢谢！