Code

MaskDINO Refactor#4006

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eugene123tw merged 119 commits intoopenvinotoolkit:developopenvinotoolkit/training_extensions:developfrom eugene123tw:eugene/maskdino-optimeugene123tw/training_extensions:eugene/maskdino-optimCopy head branch name to clipboardOct 28, 2024

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Commits

Commits on Aug 13, 2024

• update

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• add pixel encoders and transformer encoders

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• update

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• format update

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• reformat

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• add checkpoint loader

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• add custom forward

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Commits on Aug 14, 2024

• udpate

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• update postprocess

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Commits on Aug 15, 2024

• fine tune model

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• update criterion optimizers etc

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Commits on Aug 16, 2024

• update loss

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Commits on Aug 19, 2024

• replace MSDeformableAttention with native pytorch ops impl

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Commits on Aug 20, 2024

• add export functionality

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Commits on Aug 21, 2024

• roi align mask extraction

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• Revert "roi align mask extraction"

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• Merge branch 'develop' into eugene/maskdino

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• update

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• Revert "update"

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Commits on Sep 20, 2024

• Merge branch 'develop' into eugene/maskdino

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Commits on Sep 23, 2024

• Upgrade OV, MAPI, and NNCF (openvinotoolkit#3967)

  

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• Tiling Semantic Seg (openvinotoolkit#3954)

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• udpate

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• update maskdino from_config

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Commits on Sep 24, 2024

• update maskdino config

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• update maskdino config 2

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• Merge branch 'develop' into eugene/maskdino

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• decouple detectron resnet50

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• decouple detectron resnet50

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• decouple detectron resnet50

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Commits on Sep 25, 2024

• mypy pylint

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Commits on Sep 27, 2024

• * fix all pylint issues

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• remove checkpoint

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• Merge branch 'develop' into eugene/maskdino

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• update test

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• update test

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Commits on Sep 30, 2024

• address comments

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• remove inverse_sigmoid

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• update weight clip optimizer

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• change get_clones to public func

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• add tile recipe

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• fix export

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Commits on Oct 1, 2024

• remove export names

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• optimize denoise training

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• optimize denoise training

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Commits on Oct 2, 2024

• add optim resize_and_calculate_mask_probs

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• refactor inverse sigmoid

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• Merge branch 'develop' into eugene/maskdino

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• update inverse sigmoid import

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• update ptq config

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Commits on Oct 3, 2024

• fix export

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• Merge branch 'eugene/maskdino' into eugene/maskdino-optim

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• resert post_process_instance_segmentation

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• udpate postprocess

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• fp16 training

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• update criterion

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Commits on Oct 4, 2024

• remove private underscore

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• update license

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• user lightning gradient clipping

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• Merge branch 'eugene/maskdino' into eugene/maskdino-optim

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Commits on Oct 7, 2024

• update

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• update docstring

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• improve loss docstring

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• Merge branch 'eugene/maskdino' into eugene/maskdino-optim

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• pre commit

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• Refactor code for extracting masks from RoI in MaskDINO module

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• Merge branch 'develop' into eugene/maskdino

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• add unit test

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• Merge branch 'eugene/maskdino' into eugene/maskdino-optim

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Commits on Oct 8, 2024

• Merge branch 'develop' into eugene/maskdino-optim

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• Update HungarianMatcher import and remove unused code

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• Refactor HungarianMatcher import and remove unused code

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• Refactor HungarianMatcher import and remove unused code in position_embed.py and maskdino_encoder.py

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Commits on Oct 9, 2024

• Refactor segmentors module and add MaskDINO model

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• Refactor forward method in MaskDINOHead and MaskDINOEncoder

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Commits on Oct 11, 2024

• Merge branch 'develop' into eugene/maskdino-optim

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Commits on Oct 14, 2024

• Refactor MaskDINO model and segmentors module

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• - Refactored the MaskDINO model and segmentors module to improve code organization and readability.

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• Refactor MaskDINO model and segmentors module

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Commits on Oct 15, 2024

• Refactor common transformers

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• Style Changes

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• Refactor common transformers and model modules

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• Refactor common transformers and model modules

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• Refactor Conv2d module and update imports

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• Refactor transformer visual encoder module and update imports

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• Refactor VisualEncoderLayer and VisualEncoder modules

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• Refactor instance segmentation module and remove unused code

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• Refactor maskdino_decoder and maskdino_encoder modules

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• Refactor point sampling functions and update imports

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Commits on Oct 16, 2024

• Refactor model class_path and init_args in maskdino_r50.yaml

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• Refactor MaskDINOHead and add prediction method

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• Refactor MaskDINOHead and add prediction method

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Commits on Oct 17, 2024

• Refactor MaskDINOHead and update MaskDINOCriterion import

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• Refactor import of HungarianMatcher in rtdetr_loss.py and __init__.py

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• Refactor feature map shape specification in MaskDINO model & add more unit tests

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• Merge branch 'develop' into eugene/maskdino-optim

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• Refactor import order in test_maskdino_heads.py

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• Refactor model_name in maskdino_r50_tile.yaml

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• Refactor model_name in maskdino_r50_tile.yaml

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• Refactor model_name in maskdino_r50_tile.yaml

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Commits on Oct 18, 2024

• Addressing PR reviews

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• Add activation function doc in MaskDINODecoderHeadModule

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• refactor export

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• Refactor export script and optimize script

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Commits on Oct 22, 2024

• Update src/otx/algo/instance_segmentation/segmentors/maskdino.py

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• Refactor available normalization list to use square brackets instead of parentheses

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• Refactor mask extraction in MaskDINOHead export

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• Update src/otx/algo/object_detection_3d/heads/depthaware_transformer.py

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• Update src/otx/algo/object_detection_3d/heads/depthaware_transformer.py

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Commits on Oct 23, 2024

• Refactor model weight loading in MaskDINO module

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• Refactor model weight loading in MaskDINO module

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• Refactor model weight loading in MaskDINO module

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Commits on Oct 24, 2024

• Update mask_target.py and changelog.md

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• Refactor variable docstring in sample_points_using_uncertainty function

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• Merge branch 'develop' into eugene/maskdino-optim

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Commits on Oct 25, 2024

• Reduce memory consumption in test_maskdino_heads.py

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• Merge branch 'develop' into eugene/maskdino-optim

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• Fix unnecessary line break in CHANGELOG.md

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• add explain_mode flag to MaskDINOModule

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