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I am trying to train neural network to indentify the colors. But issue is that when i use keras.utils.to_categorical for OneHotEncoding of color names, the colab is crashing and restarting. I tried this around 20 to 25 times but same problem persist. Please help me

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May the data is not stored in a matrix or ma ythe numebr of categories is very high

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Yes, number of categories are 58
it think that is a lot
so, how to deal with this problem?
do you have any solution for that
you can use for xample embedding sine the colors are expressed as words

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