How can I generate tfrecord files?

Question

How can I generate tfrecord files?

Closed this issue 5 years ago · 4 comments

Hi, I would like training a model to recognize a custom dataset. However, I have a problem building the tfrecord file. I have no idea to do this. Please, can anyone tell me step by step how can I generate the tfrecord files???

Answer 1 · 2019-07-03T12:43:36.000Z

I think the "create a dataset" section of the README.md covers it reasonably well.

Answer 2 · 2019-07-03T12:49:23.000Z

More or less, but I create a similar dataset and the train process does not work. It never cross the zero step.

Answer 3 · 2019-07-03T13:00:55.000Z

Make sure `max-width` and `max-height` are set correctly during training. It’s possible the default values are too low and your entire dataset gets skipped.

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On Jul 3, 2019, 19:49 +0700, rsierrap ***@***.***>, wrote: More or less, but I create a similar dataset and the train process does not work. It never cross the zero step. — You are receiving this because you modified the open/close state. Reply to this email directly, view it on GitHub, or mute the thread.

Answer 4 · 2020-08-25T20:04:48.000Z

Can we train with multiple tf record files (shards). If so , how?