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suvojit-0x55aa / celebA-HQ-dataset-download

Get started with CelebA-HQ dataset in under 5 mins !
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Error downloading `jpeg` & `pillow` with conda #2

Closed vgunjal closed 3 years ago

vgunjal commented 4 years ago

I get stuck at the same error whether I try the Docker approach or follow the instructions myself.

PackagesNotFoundError: The following packages are not available from current channels:

  - pillow==3.1.1
  - jpeg=8d

Am I doing something wrong? Or does the script need to be udpated?

suvojit-0x55aa commented 4 years ago

@vgunjal It needs a script update it seems. For now you can use pre-built docker image, I'll update as soon as I can.

vgunjal commented 4 years ago

Okay. Thank you, I'll do that.

If you would be so kind, can you please explain how the data is used here? Why do we generate multiple resolutions of the same image? How does that help in the training process?

suvojit-0x55aa commented 4 years ago

You can refer to Appendix C of Progressive Growing of GANs paper. It is implemented in the following line: https://github.com/suvojit-0x55aa/celebA-HQ-dataset-download/blob/23e78a0d2affb5447784c4a620f3dc976a5267fe/create_celeba_HQ.py#L174

If you have any other doubt feel free to ask.