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[metrics] IoU Metric #2062

Merged
merged 11 commits into from
Jun 18, 2020
Merged

[metrics] IoU Metric #2062

merged 11 commits into from
Jun 18, 2020

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j-dsouza
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@j-dsouza j-dsouza commented Jun 3, 2020 •
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Before submitting

  • Was this discussed/approved via a Github issue? (no need for typos and docs improvements)
  • Did you read the contributor guideline, Pull Request section?
  • Did you make sure to update the docs?
  • Did you write any new necessary tests?
  • If you made a notable change (that affects users), did you update the CHANGELOG?

What does this PR do?

Adds feature, fixes #1299

WIP:

  • IoU metric class to be added
  • Documentation to be added

PR review

Anyone in the community is free to review the PR once the tests have passed.
If we didn't discuss your PR in Github issues there's a high chance it will not be merged.

Did you have fun?

Make sure you had fun coding 🙃

@pep8speaks
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pep8speaks commented Jun 3, 2020 •
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Hello @j-dsouza! Thanks for updating this PR.

There are currently no PEP 8 issues detected in this Pull Request. Cheers! 🍻

Comment last updated at 2020-06-18 12:36:52 UTC

@mergify mergify bot requested a review from a team June 3, 2020 16:02
justusschock
justusschock requested changes Jun 4, 2020
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Just some comments

pytorch_lightning/metrics/functional/classification.py Outdated Show resolved Hide resolved
tests/metrics/functional/test_classification.py Show resolved Hide resolved
pytorch_lightning/metrics/functional/classification.py Outdated Show resolved Hide resolved
@mergify mergify bot requested a review from a team June 4, 2020 14:50
@j-dsouza j-dsouza changed the title [WIP] Feature/1299 iou metric [WIP] IoU Metric Jun 4, 2020
@Borda Borda force-pushed the native_torch_metrics branch 2 times, most recently from 4d1eb4c to 18b7e24 Compare June 9, 2020 14:41
@Borda Borda added the feature Is an improvement or enhancement label Jun 9, 2020
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Borda commented Jun 9, 2020

@j-dsouza @justusschock how is it going here? maybe set master as a target? 🐰

@Borda Borda added this to the 0.8.x milestone Jun 9, 2020
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This should be ready, once #1488 is done. We cannot yet set master as target, since this depends on some functions of #1488

@Borda Borda changed the title [WIP] IoU Metric [blocked by #1488] IoU Metric Jun 10, 2020
@Borda Borda closed this Jun 13, 2020
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@Borda why close this? This is not included by #1488 but depends on it

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Borda commented Jun 13, 2020

it was some automation from GH, can we reopen it?

@Borda Borda reopened this Jun 13, 2020
@Borda Borda changed the base branch from native_torch_metrics to master June 13, 2020 16:21
@Borda Borda changed the title [blocked by #1488] IoU Metric IoU Metric Jun 13, 2020
justusschock
justusschock approved these changes Jun 18, 2020
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LGTM

@mergify mergify bot requested a review from a team June 18, 2020 08:51
Borda
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pls add tests...

pytorch_lightning/metrics/classification.py Outdated Show resolved Hide resolved
pytorch_lightning/metrics/classification.py
class IoU(TensorMetric):
"""
Computes the intersection over union.
"""
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add doctest example

tests/metrics/functional/test_classification.py Outdated Show resolved Hide resolved
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@mergify mergify bot requested a review from a team June 18, 2020 09:02
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codecov bot commented Jun 18, 2020 •
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Codecov Report

Merging #2062 into master will increase coverage by 0%.
The diff coverage is 100%.

@@          Coverage Diff           @@
##           master   #2062   +/-   ##
======================================
  Coverage      88%     88%           
======================================
  Files          70      70           
  Lines        5420    5436   +16     
======================================
+ Hits         4760    4776   +16     
  Misses        660     660

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mergify bot commented Jun 18, 2020

This pull request is now in conflict... :(

@mergify mergify bot requested a review from a team June 18, 2020 12:15
@Borda Borda self-assigned this Jun 18, 2020
@edenlightning edenlightning changed the title IoU Metric [metrics] IoU Metric Jun 18, 2020
@mergify mergify bot requested a review from a team June 18, 2020 12:40
@williamFalcon williamFalcon merged commit e0b7359 into Lightning-AI:master Jun 18, 2020
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Borda commented Jun 18, 2020

@j-dsouza great work!

@Borda Borda modified the milestones: 0.8.x, 0.8.0 Jun 18, 2020
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Reviewers

@Borda Borda Borda approved these changes

@justusschock justusschock justusschock approved these changes

@awaelchli awaelchli Awaiting requested review from awaelchli

@jeremyjordan jeremyjordan Awaiting requested review from jeremyjordan

@MattPainter01 MattPainter01 Awaiting requested review from MattPainter01

@neggert neggert Awaiting requested review from neggert

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@Borda Borda

@justusschock justusschock

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[Metrics] IOU
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@j-dsouza @pep8speaks @Borda @justusschock @williamFalcon