Created
September 16, 2013 13:10
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Another adaptation, to run on a saved model. Supposed to filter false positives from the detector, the first model (638 positive, 638 negative) run gave 20/34 wrong :( (Plus, the model is 128M, so I'm not in a hurry to include it)
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/* | |
* Copyright (c) 2011. Philipp Wagner <bytefish[at]gmx[dot]de>. | |
* Released to public domain under terms of the BSD Simplified license. | |
* | |
* Redistribution and use in source and binary forms, with or without | |
* modification, are permitted provided that the following conditions are met: | |
* * Redistributions of source code must retain the above copyright | |
* notice, this list of conditions and the following disclaimer. | |
* * Redistributions in binary form must reproduce the above copyright | |
* notice, this list of conditions and the following disclaimer in the | |
* documentation and/or other materials provided with the distribution. | |
* * Neither the name of the organization nor the names of its contributors | |
* may be used to endorse or promote products derived from this software | |
* without specific prior written permission. | |
* | |
* See <http://www.opensource.org/licenses/bsd-license> | |
*/ | |
#include "opencv2/core/core.hpp" | |
#include "opencv2/highgui/highgui.hpp" | |
#include "facerec.hpp" | |
#include <iostream> | |
#include <fstream> | |
#include <sstream> | |
using namespace cv; | |
using namespace std; | |
static void read_file(const string& filename, vector<string>& todo) { | |
std::ifstream file(filename.c_str(), ifstream::in); | |
if (!file) { | |
string error_message = "No valid input file was given, please check the given filename."; | |
CV_Error(CV_StsBadArg, error_message); | |
} | |
string line; | |
while (getline(file, line)) { | |
todo.push_back(line); | |
} | |
} | |
int main(int argc, const char *argv[]) { | |
if (argc != 2) { | |
cout << "usage: " << argv[0] << " <csv.ext>" << endl; | |
exit(1); | |
} | |
string fn = string(argv[1]); | |
vector<string> todo; | |
try { | |
read_file(fn, todo); | |
} catch (cv::Exception& e) { | |
cerr << "Error opening file \"" << fn << "\". Reason: " << e.msg << endl; | |
exit(1); | |
} | |
Ptr<FaceRecognizer> model = createLBPHFaceRecognizer(); | |
model->load("posneg.yml"); | |
for(vector<string>::iterator it = todo.begin(); it != todo.end(); it++) { | |
Mat current = imread(*it, 0); | |
int predictedLabel = model->predict(current); | |
if(predictedLabel == 0) | |
cout << *it << endl; | |
} | |
return 0; | |
} |
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