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  • 大小: 20MB
    文件類型: .zip
    金幣: 1
    下載: 0 次
    發布日期: 2023-06-18
  • 語言: C/C++
  • 標簽: DPM??

資源簡介

C++版本DPM的行人檢測,效果比hog要好,速度沒Hog快。

資源截圖

代碼片段和文件信息

#include?“FastDPM.h“

FastDPM::FastDPM(?string?model_file?)
{
//?1.
load_model(?model_file?model?);
analyze_model(?model?);
}

Mat?FastDPM::prepareImg(?Mat?&img_uint8?)
//?Make?a?uint8?type?image?into?a?float?type?mat?with?3?channels
{
if(?img_uint8.depth()!=CV_8U?||?(img_uint8.channels()!=1?&&?img_uint8.channels()!=3)?){
printf(“Function?prepareImg()?only?takes?as?input?an?image?of?1?or?3?channels?of?uint8?type!“);
throw runtime_error(““);
}
if(?img_uint8.channels()==1?)
cvtColor(?img_uint8?img_color?CV_GRAY2RGB?);
else?if(?img_uint8.channels()==3?)
img_color?=?img_uint8;
Mat img;
img_color.convertTo(?img?CV_32FC3?);
return img;
}

void loadPyramid(?const?string?FileName?FEATURE_PYRAMID?&pyra?);
void?FastDPM::detect(?Mat?&img?float?score_thresh?/*?=?-FLOAT_INF?*/?bool?show_hints?/*?=?true?*/?bool?show_img?/*?=?true?*/?string?save_img?/*?=?*/?)
{
hints?=?show_hints;
detections.clear();
prag_start?=?yuGetCurrentTime(‘M‘);
//?1.?Feature?pyramid?<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<
if(?hints?){?printf(“Calculating?feature?pyramid?...\t“);?start_clock?=?prag_start;?}
/*?method?1.?*/
featpyramid(?img?model?pyra?);
//loadPyramid(?“pyramid.txt“?pyra?);
/*?method?2.?*/
//featpyramid2(?img?model?pyra?);
if(?hints?){ end_clock?=?yuGetCurrentTime(‘M‘); printf(“_featpyramid?takes?%gs\n“(end_clock-start_clock)/1000.f); }

update_ruleData(?model?pyra.num_levels?);

//?2.?Filter?responses?&?Deformation?rules?&?Structural?rules<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<
if(?hints?){ printf(“Applying?rules?...\t“);?start_clock?=?end_clock;?}
/*?method?1.?*/
//apply_rules(?model?pyra?);
/*?method?2.?*/
//apply_rules2(?model?pyra?);
/*?method?3.?*/
apply_rules3(?model?pyra?);
if(?hints?){ end_clock?=?yuGetCurrentTime(‘M‘); printf(“_apply_rules?takes?%gs\n“(end_clock-start_clock)/1000.f);?}

//?3.?Parse?detections?<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<
if(?hints?){ printf(“Parsing?detections?...\t“);?start_clock?=?end_clock;?}
detections?=?parse_detections(?model?pyra?score_thresh?);
if(?detections.empty()?)?{?printf(“NO?DETECTIONS!\n“);?return;?}
if(?hints?){ end_clock?=?yuGetCurrentTime(‘M‘); printf(“_parse_detections?takes?%gs\n“(end_clock-start_clock)/1000.f);?}

//?4.?Show?results?<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<
float?Elapsed_Time?=?0;
if?(hints)?{?prag_end?=?end_clock;?Elapsed_Time?=?(prag_end?-?prag_start)?/?1000.f;?}
if?(show_img?||?!save_img.empty()){
draw_img(img_color?detections?Elapsed_Time);
if?(show_img)
imshow(“FAST_DPM“?img_color);
if?(!save_img.empty())
imwrite(save_img?img_color);
}

}


?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????目錄???????????0??2016-09-22?19:23??FastDPM-2015-Nov\
?????目錄???????????0??2016-09-22?19:23??FastDPM-2015-Nov\FastDPM-2014-May\
?????文件????71237632??2016-09-22?18:45??FastDPM-2015-Nov\FastDPM-2014-May.sdf
?????文件?????????915??2014-06-13?21:55??FastDPM-2015-Nov\FastDPM-2014-May.sln
?????文件???????20992??2014-05-05?15:19??FastDPM-2015-Nov\FastDPM-2014-May.suo
?????文件???????65536??2016-09-22?18:45??FastDPM-2015-Nov\FastDPM-2014-May.v12.suo
?????文件???????35236??2016-07-22?08:44??FastDPM-2015-Nov\FastDPM-2014-May\2.jpg
?????目錄???????????0??2016-09-22?19:23??FastDPM-2015-Nov\FastDPM-2014-May\auxiliary\
?????文件????????1049??2014-05-05?12:33??FastDPM-2015-Nov\FastDPM-2014-May\auxiliary\cvPrint.cpp
?????文件?????????327??2013-11-27?22:23??FastDPM-2015-Nov\FastDPM-2014-May\auxiliary\getCurrentTime.cpp
?????文件?????????194??2013-11-30?22:13??FastDPM-2015-Nov\FastDPM-2014-May\auxiliary\yuSaveMat.cpp
?????文件????????7628??2014-05-05?12:54??FastDPM-2015-Nov\FastDPM-2014-May\FastDPM-2014-May.vcproj
?????文件????????1427??2014-05-05?15:19??FastDPM-2015-Nov\FastDPM-2014-May\FastDPM-2014-May.vcproj.BYQLMZZOY8QMW15.Administrator.user
?????文件????????8007??2016-09-22?18:29??FastDPM-2015-Nov\FastDPM-2014-May\FastDPM-2014-May.vcxproj
?????文件????????5043??2016-07-26?12:36??FastDPM-2015-Nov\FastDPM-2014-May\FastDPM-2014-May.vcxproj.filters
?????文件?????????164??2015-09-09?22:09??FastDPM-2015-Nov\FastDPM-2014-May\FastDPM-2014-May.vcxproj.user
?????文件????????2688??2016-09-22?18:41??FastDPM-2015-Nov\FastDPM-2014-May\FastDPM.cpp
?????文件?????????934??2013-11-25?17:03??FastDPM-2015-Nov\FastDPM-2014-May\FastDPM.h
?????目錄???????????0??2016-09-22?19:23??FastDPM-2015-Nov\FastDPM-2014-May\funs\
?????文件????????3505??2014-06-13?22:21??FastDPM-2015-Nov\FastDPM-2014-May\funs\analyze_model.cpp
?????文件????????4612??2015-11-04?23:11??FastDPM-2015-Nov\FastDPM-2014-May\funs\apply_rules.cpp
?????文件????????4603??2015-11-04?23:12??FastDPM-2015-Nov\FastDPM-2014-May\funs\apply_rules2.cpp
?????文件????????5477??2015-11-04?23:12??FastDPM-2015-Nov\FastDPM-2014-May\funs\apply_rules3.cpp
?????文件????????2211??2015-09-17?22:06??FastDPM-2015-Nov\FastDPM-2014-May\funs\bboxpred_get.cpp
?????文件????????1735??2013-11-30?22:10??FastDPM-2015-Nov\FastDPM-2014-May\funs\bboxpred_input.cpp
?????文件????????2788??2013-11-30?13:02??FastDPM-2015-Nov\FastDPM-2014-May\funs\bounded_dt.cpp
?????文件????????2701??2013-11-30?13:35??FastDPM-2015-Nov\FastDPM-2014-May\funs\bounded_dt2.cpp
?????文件????????1194??2013-11-30?19:52??FastDPM-2015-Nov\FastDPM-2014-May\funs\clipboxes.cpp
?????文件????????1307??2013-11-14?12:32??FastDPM-2015-Nov\FastDPM-2014-May\funs\cvPermutate.cpp
?????文件????????2504??2013-11-30?20:49??FastDPM-2015-Nov\FastDPM-2014-May\funs\detections_trees2.cpp
?????文件????????1868??2016-09-22?18:43??FastDPM-2015-Nov\FastDPM-2014-May\funs\draw_img.cpp
............此處省略24個文件信息

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