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Prepare CNN Data #53

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4 tasks
adam-broussard opened this issue May 12, 2022 · 1 comment · May be fixed by #54
Open
4 tasks

Prepare CNN Data #53

adam-broussard opened this issue May 12, 2022 · 1 comment · May be fixed by #54
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enhancement New feature or request

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@adam-broussard
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adam-broussard commented May 12, 2022

Should:

  • Remove any entries that do not have a valid rating or do not have all three channels of colors (yes really) or have unreadable cover art from consideration
  • Split data into training, testing, and validation (possibly k-fold)
  • Normalize cover arts?
  • Probably store the resulting covers as some sort of 4D arrays
@adam-broussard
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Some of the covers only have the blue and green channels of color, which is very strange...

See Here

@adam-broussard adam-broussard linked a pull request May 13, 2022 that will close this issue
@adam-broussard adam-broussard self-assigned this May 29, 2022
@adam-broussard adam-broussard added the enhancement New feature or request label May 29, 2022
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