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KNearest save problem

asked 2012-08-08 07:15:58 -0600

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I realized that and knn.load() function is not implemented yet. I googled so much about that couldn't find any solution for that.

If there is a solution i will be happy to know that. Any help would be appreciated.

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Can you clarify what and knn.load() are supposed to do? Is the idea to save and load a trained model that would be produced by CvKNearest::train()?

martyychang gravatar imagemartyychang ( 2016-03-23 19:12:49 -0600 )edit

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answered 2016-12-20 11:44:27 -0600

updated 2016-12-20 11:45:35 -0600

kNN does not save a model because there is no model to save. The model is the complete data. It classifies new samples by going through the raw data and verifying the k closest samples and using the classes as votes.

I agree that it shouldn't provide the method if it is redundant.

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answered 2018-06-10 13:13:22 -0600

I use:'knn.yml')

to save the model


fs = cv2.FileStorage('knn.yml', cv2.FILE_STORAGE_READ)
knn_yml = fs.getNode('opencv_ml_knn')

knn_format    = knn_yml.getNode('format').real()
is_classifier = knn_yml.getNode('is_classifier').real()
default_k     = knn_yml.getNode('default_k').real()
samples       = knn_yml.getNode('samples').mat()
responses     = knn_yml.getNode('responses').mat()

to recover it. I hope be of some help

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Asked: 2012-08-08 07:15:58 -0600

Seen: 1,513 times

Last updated: Jun 10 '18