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Image input fields #1

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minimaxir opened this issue Feb 8, 2019 · 0 comments

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minimaxir commented Feb 8, 2019

Allow the ability to use an image as an input, in conjunction with other fields.

TensorFlow only
The input column data is text indicating the file name.
The images are stored in a folder; this folder must be specified as an input parameter.

The problem is that the pretrained models are too heavy, and training a CNN from scratch is too time consuming.

Solution is to use a fast image-encoding approach, which work I'll be starting after automl-gs.

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