资源简介

使用MATLAB实现的车辆识别工具,可选择RCNN模型和分类模型对图像或视频进行操作,采用手动选择目标进行训练,可根据载入图像或视频识别其中车辆的位置和型号,并将车辆框选出来,以便识别。

资源截图

代码片段和文件信息

classdef  CarProphet
    properties(Access = ‘public‘)
       % object for recognize 
       Mat;
       Video;
       %%
       STATE=-1;% Attention: STATE is the program‘s status. 0 represents image 1 represents video.
       %%
       END=false;% Attention: END is an instruction to play or stop the video
       %%
       RealRegion; % [x y width height] or a matrix of it.
       %%
       Threshold=0.5; % judge the bbox by this value. (is car or not??)
    end
    
    %%
    % our model :RCNNModel ClassifyModel. “class_array“ is the index of car type. 
    properties(Access = ‘private‘)
       RCNNModel;
       ClassifyModel;
       class_array;
    end
    %%
    methods(Access = ‘public‘)
        % Constructor of the class
        function Predictor = CarPr

 属性            大小     日期    时间   名称
----------- ---------  ---------- -----  ----
     目录           0  2017-03-31 09:12  Vehicle_Detection_Recognition-master\
     文件        3201  2017-03-31 09:12  Vehicle_Detection_Recognition-master\CarProphet.m
     目录           0  2017-03-31 09:12  Vehicle_Detection_Recognition-master\core_func\
     文件         391  2017-03-31 09:12  Vehicle_Detection_Recognition-master\core_func\draw.m
     文件         358  2017-03-31 09:12  Vehicle_Detection_Recognition-master\core_func\draw_roi_class.m
     文件         277  2017-03-31 09:12  Vehicle_Detection_Recognition-master\core_func\get_highscore_proposals.m
     目录           0  2017-03-31 09:12  Vehicle_Detection_Recognition-master\GUI\
     文件       70136  2017-03-31 09:12  Vehicle_Detection_Recognition-master\GUI\MainWindow.fig
     文件        8785  2017-03-31 09:12  Vehicle_Detection_Recognition-master\GUI\MainWindow.m
     目录           0  2017-03-31 09:12  Vehicle_Detection_Recognition-master\Model\
     文件         250  2017-03-31 09:12  Vehicle_Detection_Recognition-master\Model\Download.txt
     目录           0  2017-03-31 09:12  Vehicle_Detection_Recognition-master\Old\
     文件         765  2017-03-31 09:12  Vehicle_Detection_Recognition-master\Old\Pic_Detect_Recognition.m
     文件         302  2017-03-31 09:12  Vehicle_Detection_Recognition-master\Old\Start.m
     文件         960  2017-03-31 09:12  Vehicle_Detection_Recognition-master\Old\Video_Detect_Recognition.m
     文件        3156  2017-03-31 09:12  Vehicle_Detection_Recognition-master\README.md
     文件         187  2017-03-31 09:12  Vehicle_Detection_Recognition-master\start.m

评论

共有 条评论