Same feeling for me after http://commoncrawl.org/ :P "Wait... The max ID for this dataset doesn't overflow a 32 bit int..?"
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Maybe a tutorial of using keras on ImageNet, not toy dataset like mnist, cifar100...
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it takes deep learning to appreciate small datasets. Small datasets are hard (see Bayesian data analysis)
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What's the best format for manipulating a large dataset? HDF5? LMDB?
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HDF5 is very reasonable...
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Yeah indeed, I once wanted to remove some elements from my dataset and came to the realisation that I couldn't.
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