Best Way to Train and Test Haar or LBP Classifiers

Posted on Posted in OpenCV Tutorials, Tutorials

You can use Cascade Trainer GUI to easily train and test your cascade classifiers. It has a very simple user interface which helps with everything  related to training cascade classifier that are usable with OpenCV. Starting from preparing the positive and negative image data set, its cropper tool will help you with quickly preparing your training data set. Just make sure you have enough videos of the object you want to train a classifier for, and detect. It also allows avoiding all the complexities of setting parameters for the training. Of course if you want a very high quality classifier, then you’d have to touch a few parameters here and there but for the most part, it’s select and Go.

You can use the Train tab to train a classifier, and then use the Test tab to test it on a video or image. And switch between them as long as you’re not satisfied with your classifier’s performance.

You can always download the latest version of Cascade Trainer GUI from its official website, or by clicking here.

And make sure to report any bugs and missing features using the Contact Me page.

2 thoughts on “Best Way to Train and Test Haar or LBP Classifiers

  1. Just want to say thank you for this! You’ve made classifiers really easy to prepare, train and test with this client.

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