Haar Training hang after few stages.

edit

I am doing haar training for object detection, first 10 stages goes very fast after 10th stages. it will hangs more than 9 days.i am using i7-12gb-ram.still slow. Pos samples 494 and negative samples 2500.

MY steps for haar training :-

1. Create training samples from one { createsamples -img face.png -num 10 -bg negatives.dat -vec samples.vec -maxxangle 0.6 -maxyangle 0 -maxzangle 0.3 -maxidev 100 -bgcolor 0 -bgthresh 0 -w 20 -h 20}

2*Create training samples from some* {opencv_createsamples -info samples.dat -vec samples.vec -w 20 -h 20]

3. Create test samples {opencv_createsamples -img face.png -num 10 -bg negatives.dat -info test.dat -maxxangle 0.6 -maxyangle 0 -maxzangle 0.3 -maxidev 100 -bgcolor 0 -bgthresh 0}

4. Show images {opencv_createsamples -vec samples.vec -w 20 -h 20}

5 haar training {Opencv_haartraining -data haarcascade -vec samples.vec -bg negatives.dat -nstages 20 -nsplits 2 -minhitrate 0.999 -maxfalsealarm 0.5 -npos 7000 -nneg 3019 -w 20 -h 20 -nonsym -mem 512 -mode ALL}

Tree Classifier Stage +---+---+---+---+---+---+---+---+---+---+---+ | 0| 1| 2| 3| 4| 5| 6| 7| 8| 9| 10| +---+---+---+---+---+---+---+---+---+-- 0---1---2---3---4---5---6---7---8---9--10 Parent node: 10

* 1 cluster * POS: 90 90 1.000000

And other one like this aftr 16th stage

137531| 77%|-| 0.999988| 1.000000| 1.000000| 0.707736| +----+----+-+---------+---------+---------+---------+ |137532| 70%|-|-0.000012| 1.000000| 1.000000| 0.712034| +----+----+-+---------+---------+---------+---------+ |137533| 77%|-| 0.999988| 1.000000| 1.000000| 0.707736| +----+----+-+---------+---------+---------+---------+ |137534| 70%|-|-0.000012| 1.000000| 1.000000| 0.712034| +----+----+-+---------+---------+---------+---------+ |137535| 77%|-| 0.999988| 1.000000| 1.000000| 0.707736| +----+----+-+---------+---------+---------+---------+ |137536| 70%|-|-0.000012| 1.000000| 1.000000| 0.712034| +----+----+-+---------+---------+---------+---------+ |137537| 77%|-| 0.999988| 1.000000| 1.000000| 0.707736| +----+----+-+---------+---------+---------+---------+

Kindly help what will i do