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Mean IoU Implementation#4663

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Nic-Ma merged 15 commits into
Project-MONAI:devfrom
yashika-git:patch-4
Jul 11, 2022
Merged

Mean IoU Implementation#4663
Nic-Ma merged 15 commits into
Project-MONAI:devfrom
yashika-git:patch-4

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@yashika-git

@yashika-git yashika-git commented Jul 9, 2022 •
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Fixes #4394

Description

Implementation of IoU Metric.

Status

Ready

Types of changes

  • Non-breaking change (fix or new feature that would not break existing functionality).
  • Breaking change (fix or new feature that would cause existing functionality to change).
  • New tests added to cover the changes.
  • Integration tests passed locally by running ./runtests.sh -f -u --net --coverage.
  • Quick tests passed locally by running ./runtests.sh --quick --unittests --disttests.
  • In-line docstrings updated.
  • Documentation updated, tested make html command in the docs/ folder.

@yashika-git yashika-git mentioned this pull request Jul 9, 2022
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yashika-git and others added 7 commits July 10, 2022 00:38
@yashika-git
Create meaniou.py
966f719 
Signed-off-by: Yashika Jain <yashikajain201@gmail.com>
@yashika-git
Create test_compute_meaniou.py
6b02863 
Signed-off-by: Yashika Jain <yashikajain201@gmail.com>
@yashika-git
Update __init__.py
dabc0b3 
Signed-off-by: Yashika Jain <yashikajain201@gmail.com>
@yashika-git
Update metrics.rst
2b9a633 
Signed-off-by: Yashika Jain <yashikajain201@gmail.com>
@pre-commit-ci @yashika-git
[pre-commit.ci] auto fixes from pre-commit.com hooks
f89bf56 
for more information, see https://pre-commit.ci

Signed-off-by: Yashika Jain <yashikajain201@gmail.com>
@yashika-git
Update test_compute_meaniou.py
f0e8df3 
Signed-off-by: Yashika Jain <yashikajain201@gmail.com>
@yashika-git
Update meaniou.py
764fcea 
Signed-off-by: Yashika Jain <yashikajain201@gmail.com>
Nic-Ma
Nic-Ma approved these changes Jul 10, 2022
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@Nic-Ma Nic-Ma left a comment

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Looks good to me, put minor comments inline.
Please fix the flake8 format issue in CI tests.
@KumoLiu Could you please help double confirm the computation logic of IoU here?

Thanks in advance.

Comment thread docs/source/metrics.rst Outdated
Nic-Ma
Nic-Ma reviewed Jul 10, 2022
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Comment thread docs/source/metrics.rst Outdated
@yashika-git
Update metrics.rst
dfd9a07 
Signed-off-by: Yashika Jain <yashikajain201@gmail.com>
@yashika-git
Update __init__.py
58b2fca 
Signed-off-by: Yashika Jain <yashikajain201@gmail.com>
@yashika-git
Update meaniou.py
b033d11 
Signed-off-by: Yashika Jain <yashikajain201@gmail.com>
@yashika-git
Update test_compute_meaniou.py
78d0218 
Signed-off-by: Yashika Jain <yashikajain201@gmail.com>
@yashika-git
Update metrics.rst
6ad8727 
Signed-off-by: Yashika Jain <yashikajain201@gmail.com>
@yashika-git
Update test_compute_meaniou.py
a095994 
Signed-off-by: Yashika Jain <yashikajain201@gmail.com>
@yashika-git
Update test_compute_meaniou.py
90fc460 
Signed-off-by: Yashika Jain <yashikajain201@gmail.com>
@KumoLiu

KumoLiu commented Jul 10, 2022

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Hi @Nic-Ma,
I have checked the computation logic of IoU here. It looks good to me!
Thanks!

Nic-Ma
Nic-Ma approved these changes Jul 10, 2022
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Thanks for the quick update and @KumoLiu 's confirmation.
It looks good to me.
@wyli Do you have any other comments? If not, I merge it soon.

Thanks.

@Nic-Ma

Nic-Ma commented Jul 10, 2022

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/black

@Nic-Ma

Nic-Ma commented Jul 10, 2022

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/build

@Nic-Ma

Nic-Ma commented Jul 11, 2022

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/build

@Nic-Ma Nic-Ma enabled auto-merge (squash) July 11, 2022 00:09
@Nic-Ma Nic-Ma merged commit cbe16eb into Project-MONAI:dev Jul 11, 2022
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Implementation of IoU

3 participants

@yashika-git @KumoLiu @Nic-Ma