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opencv_traincascade error : _img.rows * _img.cols == vecSize

asked 2014-08-09 21:00:27 -0600

andonios gravatar image

updated 2014-08-10 02:09:09 -0600

berak gravatar image

Hi All,

I'm trying to get a basic version of a cascade classifier working with my own data.

Here's what I've done:

1) Created a few samples (which runs without errors). opencv_createsamples -info C:\Users\anthony\Dropbox\CASEY\training_images\info.txt -vec C:\Users\anthony\Dropbox\CASEY\training2.vec -bg C:\Users\anthony\Dropbox\CASEY\training_images\bg.txt -num 24 -bgcolor 0 -bgthresh 0 -maxxangle 0.3 -maxyangle 0.3 maxzangle 0.5 -maxidev 40 -w 24-h 24

The BG file contains 10 image paths: false/fake_teapot.jpg ... ..

2) When Attempting to train with the following command I get the error shown after: opencv_traincascade -data C:\Users\anthony\Dropbox\CASEY -vec C:\Users\anthony\Dropbox\CASEY\training2.vec -bg C:\Users\anthony\Dropbox\CASEY\training_images\bg.txt -numPos 24 -numNeg 10 -sampleWidth 24 -sampleHeight 24

-- ERROR OpenCV Error: Assertion failed (_img.rows * _img.cols == vecSize) in CvCascadeImageReader::PosReader::get, file ........\opencv\apps\traincascade\imagestorage.cpp, line 157

I'm adjusting the parameters and still getting the same error. I presume this is a check done early on for something I've seriously missed but I really can't figure out what. I have the same number of images, same image widths/height for both positive and negative and for both commands.

Any directions or help as I can see very little on Google and the documentation I've found just lists parameters with descriptions.

Thanks.

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What I believe is that opencv_traincascade has no parameter named -sampleWidth, I guess we mention it by -w, same goes with the height. Please try this, if the problem still persists, do ping me up here.

Abhishek Kumar Annamraju gravatar imageAbhishek Kumar Annamraju ( 2014-08-10 04:18:55 -0600 )edit

Is your command line for opencv_createsamples (as pasted) missing a space before -h? "-w 24-h 24" Finally you can look at your resulting vec file to see if it contains the data you expect. opencv_createsamples -vec C:\Users\anthony\Dropbox\CASEY\training2.vec -view If it doesn't, you need to fix that before running opencv_traincascade

Netsai Chibuku gravatar imageNetsai Chibuku ( 2014-08-29 02:38:07 -0600 )edit

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answered 2014-10-26 23:19:49 -0600

kukuruza gravatar image

updated 2014-10-26 23:20:16 -0600

I hope andonios figured it out (after inserting the missing space before "-h"). I had the same issue, and my problem was with backup files of opencv_traincascade and with varying sample size.

opencv_traincascade saves additional .xml files "for the case of interrupted training". First, I created a .vec file using one pair of values for sample size and trained the model. Then I decided to use a different sample size. If I didn't remove the opencv .xml backup files, opencv_traincascade would throw the error described in the question. I guess, because it decides to load those files if they exist.

If this your case, simply deleting all opencv .xml files before another training should help.

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Exactly the problem and correct solution!

StevenPuttemans gravatar imageStevenPuttemans ( 2014-10-28 06:01:12 -0600 )edit

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Asked: 2014-08-09 21:00:27 -0600

Seen: 5,898 times

Last updated: Oct 26 '14