Creating my tensorflow dataset from multiple binary files

General Discussion
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#1

Hello,
I am fairly new to tensorflow, python and machine learning in general but have made a lot of progress in the last few months. I have a CNN that I have used on png images, but I would like to use that CNN with another dataset. Each ‘image’ in this new dataset includes 7 separate matrices stored in 7 different binary format files. I want each matrix to be a channel (shape = x, x, 7). The mask is a single matrix in a single binary formatted file. I am not sure how to preprocesses this type of data to prepare it for the model. Any help, guidance or links to helpful sources is greatly appreciated.

Best,
Kevin

#3

Have you tried to write your decode function like in:

https://www.tensorflow.org/api_docs/python/tf/data/TFRecordDataset

#4

I have not, but this looks great. I’ll give it a shot this week. Thank you!