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Learning Method: Single-label image classification #25

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lorenzoh opened this issue Apr 5, 2021 · 1 comment
Closed
9 tasks done

Learning Method: Single-label image classification #25

lorenzoh opened this issue Apr 5, 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 5, 2021 •
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A LearningMethod for single-label image classification. See https://docs.fast.ai/tutorial.vision.html#Single-label-classification for fastai equivalent.

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 added the numfocusgrant Part of @lorenzoh's NumFOCUS grant label Apr 5, 2021
@lorenzoh lorenzoh self-assigned this Apr 5, 2021
@lorenzoh lorenzoh added the enhancement New feature or request label Apr 5, 2021
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Live: https://fluxml.ai/FastAI.jl/dev/notebooks/quickstart.ipynb.html

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