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Add RetinaNet detector#4400

Merged
wyli merged 66 commits into
Project-MONAI:devfrom
Can-Zhao:detector
Jun 2, 2022
Merged

Add RetinaNet detector#4400
wyli merged 66 commits into
Project-MONAI:devfrom
Can-Zhao:detector

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@Can-Zhao

@Can-Zhao Can-Zhao commented May 30, 2022

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Fixes #4385 .

Description

Add RetinaNet detector class,
Add functions needed for detection inference.
Update type hint for sliding window inferer.

losses not added yet

The network in the detector can support torchscript,
but preprocessing and postprocessing cannot (which is expected?)

Status

Ready/Work in progress/Hold

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.

Can-Zhao added 2 commits May 30, 2022 15:00
Signed-off-by: Can Zhao <canz@nvidia.com>
Signed-off-by: Can Zhao <canz@nvidia.com>
@Can-Zhao Can-Zhao added this to the Detection module [P0] milestone May 30, 2022
pre-commit-ci Bot and others added 7 commits May 30, 2022 20:14
Signed-off-by: Can Zhao <canz@nvidia.com>
Signed-off-by: Can Zhao <canz@nvidia.com>
Signed-off-by: Can Zhao <canz@nvidia.com>
Signed-off-by: Can Zhao <canz@nvidia.com>
@Can-Zhao Can-Zhao marked this pull request as ready for review May 30, 2022 21:57
Can-Zhao added 15 commits May 30, 2022 18:10
Signed-off-by: Can Zhao <canz@nvidia.com>
Signed-off-by: Can Zhao <canz@nvidia.com>
Signed-off-by: Can Zhao <canz@nvidia.com>
Signed-off-by: Can Zhao <canz@nvidia.com>
Signed-off-by: Can Zhao <canz@nvidia.com>
Signed-off-by: Can Zhao <canz@nvidia.com>
Signed-off-by: Can Zhao <canz@nvidia.com>
Signed-off-by: Can Zhao <canz@nvidia.com>
Signed-off-by: Can Zhao <canz@nvidia.com>
Signed-off-by: Can Zhao <canz@nvidia.com>
Signed-off-by: Can Zhao <canz@nvidia.com>
Signed-off-by: Can Zhao <canz@nvidia.com>
Signed-off-by: Can Zhao <canz@nvidia.com>
Signed-off-by: Can Zhao <canz@nvidia.com>
Signed-off-by: Can Zhao <canz@nvidia.com>
Comment thread monai/apps/detection/networks/retinanet_detector.py Outdated
Comment thread monai/apps/detection/networks/retinanet_detector.py Outdated
Comment thread monai/apps/detection/networks/retinanet_detector.py Outdated
Can-Zhao and others added 23 commits June 1, 2022 11:52
Signed-off-by: Can Zhao <canz@nvidia.com>
Signed-off-by: Can Zhao <canz@nvidia.com>
Signed-off-by: Can Zhao <canz@nvidia.com>
Signed-off-by: Can Zhao <canz@nvidia.com>
Signed-off-by: Can Zhao <canz@nvidia.com>
Signed-off-by: Can Zhao <canz@nvidia.com>
Signed-off-by: Can Zhao <canz@nvidia.com>
Signed-off-by: Can Zhao <canz@nvidia.com>
Signed-off-by: Can Zhao <canz@nvidia.com>
Signed-off-by: Can Zhao <canz@nvidia.com>
Signed-off-by: Can Zhao <canz@nvidia.com>
Signed-off-by: Can Zhao <canz@nvidia.com>
Signed-off-by: Can Zhao <canz@nvidia.com>
Signed-off-by: Can Zhao <canz@nvidia.com>
…ors to speed

Signed-off-by: Can Zhao <canz@nvidia.com>
Signed-off-by: Can Zhao <canz@nvidia.com>
Signed-off-by: Can Zhao <canz@nvidia.com>
Comment thread monai/inferers/inferer.py Outdated
@wyli

wyli commented Jun 2, 2022

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/black

monai-bot and others added 2 commits June 2, 2022 19:24
Signed-off-by: monai-bot <monai.miccai2019@gmail.com>
Signed-off-by: Can Zhao <canz@nvidia.com>
@wyli

wyli commented Jun 2, 2022

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/build

@wyli wyli merged commit e2f160d into Project-MONAI:dev Jun 2, 2022
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Add box decoding and box selection for RetinaNet inference

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