Release tracker - v0.6.0

[fg-mindee]

This issue is to be used to track the roadmap of docTR for release v0.6.0, and collect feedback from users & contributors.

For the v0.5.2 roadmap, please see #967

• Datasets

  • [x] #587
  • [x] Unify localization target to relative coordinates #775
  • [ ] #954
  • [ ] #935
  • [x] #955
  • [x] #827
  • [x] #782
  • [x] #594 #889 #891

• Models

  • [ ] #1007
  • [x] #789
  • [ ] #790
  • [ ] #841
  • [ ] #895
  • [ ] #863
  • [ ] #819
  • [ ] #554
  • [x] #563
  • [ ] #576
  • [x] #808
  • [x] #544
  • [x] #836 #892 #881 #896
  • [ ] #991

• Transforms

  • [ ] #730
  • [ ] Updates training recipes with new transformations (#866)
  • [ ] #402

• Documentation

  • [ ] Extends the list of tutorial notebooks (training, etc.) #732
  • [ ] Add descriptive stats for private datasets (cf. #821)
  • [x] Improves the general appearance of the documentation (cf. #851)
  • [x] #959
  • [x] #936
  • [x] #856, #859, #857, #862, #861
  • [x] #905
  • [x] #921

• References

  • [x] Add support of AMP for training in both frameworks #263
  • [x] #933

• Tests

  • [x] Mock dataset for testing instead of downloading subsamples #680
  • [x] #903

• API

  • [ ] #913
  • [ ] #610

• Demo

  • [ ] #658

• Build

  • [ ] #957
  • [x] #454

• Tests

  • [x] #680

• CI

  • [x] #853
  • [x] #727

• Scripts

  • [x] #699

• References

  • [x] #696
  • [x] #263

• Backlog from v0.5.2:

  • [ ]

[felixdittrich92]

Updated milestone (some older PR's) have had no milestone tag

[frgfm]

Which ones @felixdittrich92 ? I had left out some on purpose when we are "awaiting response" from the issue author

For the rest, I linked the issue rather than the PR (when the PR points to the issue) to avoid floading

[felixdittrich92]

@frgfm cannot add this currently (on mobile phone) but there was all HF hub integration PRs missing in 0.6 milestone and same for recognition dataset support

[felixdittrich92]

@frgfm updated should be complete now :)

[felixdittrich92]

@frgfm updated :) hopefully i don't missed anything :sweat_smile:

[felixdittrich92]

released