fruits recognition with KNN uisng color features
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Dear Sir,
I have extracted features for fruits recognition system using fruits_360 dataset.
color features i selected are
1.hsv with statistical measurement
2.yCbCr with statistical measurement
3.Lab with statistical measurement
4.CCV
and finally wrote all the feature vectors in excel. i have taken 15 category of fruits image with 20 samples in each category. i have used 60% and 40% ratio for classification. THen performing the classification with KNN. but i got less accuracy.
I need to know the following things
- the codewriiten was correct or not?
- if its correct means what may be reason for poor accuracy
- if its not correct maens please tell me the way to solve it
please gothrough the codes and help me
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