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
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