tensorflow / tensorflow/datasets
CelebaHQ manual data preparation no longer possible?
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Description
The docs here suggest that you need a set of .tar files in order to use the CelebaHQ dataset, but the linked repository for generating them now has what appears to be a different format for the generated dataset, with .tfrecords files. I dug around in the history of that repo but couldn't find instructions for the old way of generating .tar files. If someone could link to a way to generate these old-style files it would be much appreciated, otherwise I think this dataset loader needs updated.
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Research direction
Compare the CelebaHQ documentation with the linked progressive_growing_of_gans repository, focusing on the expected .tar files and the current .tfrecords output. Determine whether a reproducible old-format preparation path exists or whether the dataset loader and documentation must be aligned with the current format; done means the documented preparation and dataset loading path works.
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Assessment
- Tech stack
- python, tensorflow
- Domain
- data, documentation, machine-learning
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 25/100