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Learning Method: Keypoint Regression #30

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9 tasks done
lorenzoh opened this issue Apr 10, 2021 · 1 comment
Closed
9 tasks done

Learning Method: Keypoint Regression #30

lorenzoh opened this issue Apr 10, 2021 · 1 comment
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enhancement New feature or request numfocusgrant Part of @lorenzoh's NumFOCUS grant
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lorenzoh commented Apr 10, 2021 •
edited

A LearningMethod for single keypoint regression. See https://docs.fast.ai/tutorial.vision.html#Segmentation for fastai equivalent.

image

Status

Implementation:

  • LearningTask and LearningMethod definition
  • core interface
  • training interface
  • testing interface
  • plotting interface

Documentation:

  • complete reference in docstring
  • used in a tutorial

Tests:

  • LearningMethod test suite
  • custom tests
@lorenzoh lorenzoh self-assigned this Apr 10, 2021
@lorenzoh lorenzoh added enhancement New feature or request numfocusgrant Part of @lorenzoh's NumFOCUS grant labels Apr 10, 2021
@lorenzoh lorenzoh moved this from To do to In progress in Computer vision (NumFOCUS development grant) May 4, 2021
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Now live: https://fluxml.ai/FastAI.jl/dev/notebooks/keypointregression.ipynb.html

Computer vision (NumFOCUS development grant) automation moved this from In progress to Done Jul 26, 2021
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