GitHub - dvillacis/PascalObjectDetection: This is an object detection system implementing and testing HOG+SVM method against the VOC PASCAL Benchmark

Object Detection System based on C++ OpenCV2, LibSVM and BOOST, this system was tested against the VOC PASCAL Benchmark. The final goal is to compare the performance of different kernels in the detection task. You can find more explanation on the background concepts in my blog http://blog.villacis.net/2014/08/svm-kernels-comparison-on-object.html

Name		Name	Last commit message	Last commit date
Latest commit History 24 Commits
thirdparty/libsvm-3.14		thirdparty/libsvm-3.14
CMakeLists.txt		CMakeLists.txt
Common.h		Common.h
Detection.cpp		Detection.cpp
Detection.h		Detection.h
Feature.cpp		Feature.cpp
Feature.h		Feature.h
FileIO.cpp		FileIO.cpp
FileIO.h		FileIO.h
ImageDatabase.cpp		ImageDatabase.cpp
ImageDatabase.h		ImageDatabase.h
ObjectDetector.cpp		ObjectDetector.cpp
ObjectDetector.h		ObjectDetector.h
ParametersMap.cpp		ParametersMap.cpp
ParametersMap.h		ParametersMap.h
PascalAnnotation.h		PascalAnnotation.h
PascalImageDatabase.cpp		PascalImageDatabase.cpp
PascalImageDatabase.h		PascalImageDatabase.h
PrecisionRecall.cpp		PrecisionRecall.cpp
PrecisionRecall.h		PrecisionRecall.h
PrincipalComponentAnalysis.cpp		PrincipalComponentAnalysis.cpp
PrincipalComponentAnalysis.h		PrincipalComponentAnalysis.h
README.md		README.md
SupportVectorMachine.cpp		SupportVectorMachine.cpp
SupportVectorMachine.h		SupportVectorMachine.h
main.cpp		main.cpp
plot_cmp.m		plot_cmp.m
plot_pca.m		plot_pca.m
plot_pr.m		plot_pr.m
svm.config		svm.config
train.sh		train.sh

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