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To solve the problem, Replace url at fsdl-text-recognizer-project/data/raw/emnist/metadata.toml with http://www.itl.nist.gov/iaui/vip/cs_links/EMNIST/matlab.zip
To avoid suffering those download speeds again, I backed up the byclass.h5 file generated under data/processed/mnist. You can download it from here, if it helps: https://mega.nz/#F!B6QFVQSI (decryption key 8ODxY82iUjLCbW3EUuiD0g)
Besides downloading the .mat file and creating the HDF5 file, the script also generates the JSON file lab2/text_recognizer/datasets/emnist_essentials.json, which I also uploaded to that folder.
all data set resides in cloud cant be retrieved , 403 forbidden error
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