【OpenCV】视频标注工具

时间:2021-03-29 15:52:15

之前一直用师兄写的标注工具,很多操作感觉不太习惯。又没有源码可改,索性自己写了一个,功能比较简单。就是视频的读取和标注。

主要用鼠标的点击进行标注,第一次点击为标注框左上角的点,可以按住左键调整标注框;松开时会确定标注框(框由蓝色变为绿色);一帧中可以标注多个视频。

【OpenCV】视频标注工具

主要通过OpenCV的鼠标响应函数来实现:

void setMouseCallback(const string& winname, MouseCallback onMouse, void* userdata=0 );
响应鼠标操作的onMouse函数如下:

static void onMouse( int event, int x, int y, int, void* ){switch(event){case CV_EVENT_LBUTTONDOWN: //the left up point of the rectis_drawing=true;drawing_box.x=x;drawing_box.y=y;break;case CV_EVENT_MOUSEMOVE://adjust the rect (use color blue for moving)if(is_drawing){drawing_box.width=x-drawing_box.x;drawing_box.height=y-drawing_box.y;img_original.copyTo(img_drawing);for(vector<Rect>::iterator it=biaozhu_boxs.begin();it!=biaozhu_boxs.end();++it){rectangle(img_drawing,(*it),Scalar(0,255,0));}rectangle(img_drawing,drawing_box,Scalar(255,0,0));}break;case CV_EVENT_LBUTTONUP://finish drawing the rect (use color green for finish)if(is_drawing){drawing_box.width=x-drawing_box.x;drawing_box.height=y-drawing_box.y;img_original.copyTo(img_drawing);for(vector<Rect>::iterator it=biaozhu_boxs.begin();it!=biaozhu_boxs.end();++it){rectangle(img_drawing,(*it),Scalar(0,255,0));}rectangle(img_drawing,drawing_box,Scalar(0,255,0));biaozhu_boxs.push_back(drawing_box);}is_drawing=false;break;}imshow("Video",img_drawing);return;}

另外通过键盘实现一些按键的响应:(Esc)退出;(n)下一帧;(z)撤销最近一次标注;(c)清除当前帧已有的标注框

【OpenCV】视频标注工具

具体用waitKey()函数实现:

while(1){int c=waitKey(0);if( (c & 255) == 27 ){cout << "Exiting ...\n";break;}switch((char)c){case 'n'://read the next frame++frame_counter;capture>>img_original;if(img_original.empty()){cout<<"\nVideo Finished!"<<endl;return 0;}img_original.copyTo(img_drawing);//save all of the labeling rectsfor(vector<Rect>::iterator it=biaozhu_boxs.begin();it!=biaozhu_boxs.end();++it){rectangle(img_drawing,(*it),Scalar(0,255,0));outfile<<frame_counter<<" "<<(*it).x<<" "<<(*it).y<<" "<<(*it).width<<" "<<(*it).height<<endl;}break;case 'z'://undo the latest labelingif(!biaozhu_boxs.empty()){vector<Rect>::iterator it_end=biaozhu_boxs.end();--it_end;biaozhu_boxs.erase(it_end);}img_original.copyTo(img_drawing);for(vector<Rect>::iterator it=biaozhu_boxs.begin();it!=biaozhu_boxs.end();++it){rectangle(img_drawing,(*it),Scalar(0,255,0));}break;case 'c'://clear all the rects on the imagebiaozhu_boxs.clear();img_original.copyTo(img_drawing);}imshow("Video",img_drawing);}

标注信息输出在txt中,包括帧号、标注框左上角的x,y坐标以及宽、高

【OpenCV】视频标注工具


全部代码下载:http://www.pudn.com/downloads529/sourcecode/graph/opencv/detail2193351.html

http://download.csdn.net/detail/xiaowei_cqu/5238931


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