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SVHN 预处理片段

SVHN 预处理片段

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Arts and Entertainment,Online Communities,Image Data,Classification,Deep Learning,Multiclass Classification Classification

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    README.md

    Context [SVHN](http://ufldl.stanford.edu/housenumbers/) is a real-world image dataset. Fragments of this dataset were preprocessed: - fields of photos that do not contain digits were cut off; - the photos were formatted to the standard 32X32 size; - three color channels were converted into one channel (grayscaled); - each of the resulting images was represented as an array of numbers; - the data were converted into `.csv` files. Content - 64000 32x32 greyscaled images of number photos with 1-5 digits (represented as arrays). - 11 categories of labels (ten "digit" categories and one "empty character" category). - Information about file names in the original dataset. Acknowledgements The original data contains a notice "for non-commercial use only". Inspiration Image recognition and classification is a huge part of machine learning practice. In addition, this data is based on real photos.
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