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UnKnoT #59

Merged
merged 23 commits into from
Oct 30, 2020
Merged

UnKnoT #59

merged 23 commits into from
Oct 30, 2020

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mzur
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@mzur mzur commented Oct 20, 2020 •
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This version now requires the new pyvips Python dependency.

References #45
Resolves #57

TODO:

  • Migrate optimizations for instance segmentation from UnKnoT
  • Enable selection of different methods to obtain training data
  • Extend the MAIA form to allow selection of knowledge transfer
  • Implement handling of knowledge transfer in the MAIA jobs
  • Implement the actual Python code for knowledge transfer
  • Test Python code for knowledge transfer
  • Write the manual article for knowledge transfer
  • Implement restriction to annotations with certain labels for knowledge transfer

@mzur
Implement optimizations from UnKnoT
216a0b5
@mzur
WIP Start to implement support for a train scheme
f5ef516
@mzur
Merge branch 'master' into unknot
ac64d6a
@mzur
Implement use of instance segmentation train scheme in the backend
35449a1
@mzur
Implement instance segmentation training scheme in the frontend
337f5ab
@mzur
WIP Start to implement separate training data methods
f11e87e
@mzur
Implement existing annotations as method to generate training data
998e253
@mzur
Implement validation for existing annotations
1e7f89d
@mzur
Update the manual articles for multiple methods for training data
36e9ff8
@mzur
Implement the selection of a volume for knowledge transfer
3c786cd
@mzur
Rename DispatchNoveltyDetectionRequest
33f273e
@mzur
Implement PrepareKnowledgeTransfer job
c320c1c
@mzur
Implement scale transfer in dataset generator script
71a5342
@mzur
Fix typo
424f4e7
@mzur
Remove ;
b2198b5
@mzur
Fix train scheme implementation in Python script
e02cfa4
@mzur
Add show view information for knowledge transfer
635201d
@mzur
Fix inference on images with EXIF rotation
d44ef37
@mzur
Fix load_image function
0374156
@mzur
Write manual article for knowledge transfer
364acd2
@mzur
Implement restrict to labels for knowledge transfer
314c43b
@mzur
Add restrict to labels information to show view
493e5df
@mzur mzur marked this pull request as ready for review October 28, 2020 14:12
@mzur mzur merged commit c6168e7 into master Oct 30, 2020
@mzur mzur deleted the unknot branch October 30, 2020 06:49
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Integrate UnKnoT to generate training proposals
1 participant
@mzur