Skip to content

OpenCV train Cascade Error "Train dataset for temp stage can not be filled. Branch training terminated." #24090

@vrunm

Description

@vrunm

System Information

OpenCV version: 4.8.0
Operating System / Platform: Ubuntu 20.10
Compiler & compiler version: GCC 9.3.0

Detailed description

I got his error:

===== TRAINING 0-stage =====
<BEGIN
POS count : consumed   220 : 220
Train dataset for temp stage can not be filled. Branch training terminated.
Cascade classifier can't be trained. Check the used training parameters.

Steps to reproduce


  I am running following command:
``"C:\Users\ZOFSEIBO\Downloads\opencv\build\x64\vc15\bin\opencv_traincascade.exe -data C:\Users\ZOFSEIBO\Downloads\Cascade\ -vec C:\Users\ZOFSEIBO\Downloads\pos.vec -bg C:\Users\ZOFSEIBO\Downloads\neg.txt -w 48 -h 48 -numPos 220 -numNeg 3000 -numStages 10"`
`

which is supposed to get me my .xml file. After pressing enter it runs like this:

PARAMETERS:
cascadeDirName: C:\Users\new\Downloads\Cascade\
vecFileName: C:\Users\new\Downloads\pos.vec
bgFileName: C:\Users\new\Downloads\neg.txt
numPos: 220
numNeg: 3000
numStages: 10
precalcValBufSize[Mb] : 1024
precalcIdxBufSize[Mb] : 1024
acceptanceRatioBreakValue : -1
stageType: BOOST
featureType: HAAR
sampleWidth: 48
sampleHeight: 48
boostType: GAB
minHitRate: 0.995
maxFalseAlarmRate: 0.5
weightTrimRate: 0.95
maxDepth: 1
maxWeakCount: 100
mode: BASIC
Number of unique features given windowSize [48,48] : 2570880

===== TRAINING 0-stage =====
<BEGIN
POS count : consumed   220 : 220
Train dataset for temp stage can not be filled. Branch training terminated.
Cascade classifier can't be trained. Check the used training parameters.

I have 245 positive Samples in total and 437 negative pictures

I spend hours looking for a solution but nothing worked so far.

Issue submission checklist

  • I report the issue, it's not a question
  • I checked the problem with documentation, FAQ, open issues, forum.opencv.org, Stack Overflow, etc and have not found any solution
  • I updated to the latest OpenCV version and the issue is still there
  • There is reproducer code and related data files (videos, images, onnx, etc)

Metadata

Metadata

Assignees

No one assigned

    Labels

    question (invalid tracker)ask questions and other "no action" items here: https://forum.opencv.org

    Type

    No type

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions