Hi, I'm new to opencv and I'm trying to train a simple (and surely weak) cascade classifier to detect an object. I have already read several answers, posts, guide, docs and tutorials about cascade classifier but I have some problems. I referred to this guide:
That follow opencv doc. Now I have 8 jpg with my interest object and 249 background images (I know that it's a poor dataset but it's only an attempt).
When I call opencv_createsamples I noticed the author of guide generate 1500 samples and also I do it. It means that generate 1500 samples from my 8 positive images?
perl bin/createsamples.pl positives.txt negatives.txt samples 1500 "opencv_createsamples -bgcolor 0 -bgthresh 0 -maxxangle 1.1 -maxyangle 1.1 maxzangle 0.5 -maxidev 40 -w 80 -h 40"
Note that in sample folder I have only 7 img*.jpg.vec file. They would not be 1500? After when I call:
g++ `pkg-config --libs --cflags opencv` -I. -o mergevec mergevec.cpp cvboost.cpp cvcommon.cpp cvsamples.cpp cvhaarclassifier.cpp cvhaartraining.cpp -lopencv_core -lopencv_calib3d -lopencv_imgproc -lopencv_highgui -lopencv_objdetect
I have some errors because missing "OpenCL" "AppKit" "QuartzCore" "QTKit" "Cocoa". Where I can retrieve these? However I'm tried to continue and I generate samples.vec file.
find ./samples -name '*.vec' > samples.txt ./mergevec samples.txt samples.vec
Finally I train my classifier with this code:
opencv_traincascade -data classifier -vec samples.vec -bg negatives.txt -numStages 20 -minHitRate 0.999 -maxFalseAlarmRate 0.5 -numPos 1000 -numNeg 249 -featureType LBP -w 80 -h 40 -precalcValBufSize 2048 -precalcIdxBufSize 4096
After read some posts I've choosen -numPos smaller than 1500 samples previously generated (but where are they?).
When I start the training, the one stuck in this situation:
What's the problem? How can I solve previously issues? Thanks in advice