Image labeler Train cascade error!
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Hi,
I have a set of labeled images using the image labeler app. I have exported using the builtin function to gndTruth file.
I have the following code:
load('gndTruth.mat');
positiveInstances = gndTruth(:,2:1);
imDir = fullfile('positveImgDir');
addpath(imDir);
negativeFolder = fullfile('NegativeImgDir');
negativeImages = imageDatastore(negativeFolder);
trainCascadeObjectDetector('bluesDetector.xml',positiveInstances, ...
negativeFolder,'FalseAlarmRate',0.1,'NumCascadeStages',5);
I have no idea why it is causing error.
采纳的回答
Ridwan Alam
2019-12-6
编辑：Ridwan Alam
2019-12-6
Could the error be that I'm using pixel label instead of line or rectangle label?
Yes, sorry!
Update:
[imds,pxds] = pixelLabelTrainingData(gTruth);
But I don't think you can use imds and pxds for trainCascadeObjectDetector().
Because the positiveInstances variable requires the second table column or structure field to contain an M-by-4 matrix of M bounding boxes. Each bounding box is in the format [x y width height] and specifies an object location in the corresponding image.
1 个评论
Ridwan Alam
2019-12-6
I believe you need gTruth created with box labels. Then you can use objectDetectorTrainingData() and trainCascadeObjectDetector().
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