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[Feature] Support VPD Depth Estimator#3321

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xiexinch merged 16 commits intoopen-mmlab:dev-1.xfromBen-Louis:lupeng/support-vpd
Sep 13, 2023

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@Ben-Louis
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Thanks for your contribution and we appreciate it a lot. The following instructions would make your pull request more healthy and more easily get feedback. If you do not understand some items, don't worry, just make the pull request and seek help from maintainers.

Motivation

Support depth estimation algorithmVPD

Modification

  1. add VPD backbone
  2. add VPD decoder head for depth estimation
  3. add a new segmentorDepthEstimator based onEncoderDecoder for depth estimation
  4. add an integrated metric that calculate common metrics in depth estimation
  5. add SiLog loss for depth estimation
  6. add config for VPD

BC-breaking (Optional)

Does the modification introduce changes that break the backward-compatibility of the downstream repos?
If so, please describe how it breaks the compatibility and how the downstream projects should modify their code to keep compatibility with this PR.

Use cases (Optional)

If this PR introduces a new feature, it is better to list some use cases here, and update the documentation.

Checklist

  1. Pre-commit or other linting tools are used to fix the potential lint issues.
  2. The modification is covered by complete unit tests. If not, please add more unit test to ensure the correctness.
  3. If the modification has potential influence on downstream projects, this PR should be tested with downstream projects, like MMDet or MMDet3D.
  4. The documentation has been modified accordingly, like docstring or example tutorials.

@xiexinchxiexinch merged commitc46cc85 intoopen-mmlab:dev-1.xSep 13, 2023
emily-lin pushed a commit to emily-lin/mmsegmentation that referenced this pull requestNov 18, 2023
Thanks for your contribution and we appreciate it a lot. The followinginstructions would make your pull request more healthy and more easilyget feedback. If you do not understand some items, don't worry, justmake the pull request and seek help from maintainers.## MotivationSupport depth estimation algorithm [VPD](https://github.com/wl-zhao/VPD)## Modification1. add VPD backbone2. add VPD decoder head for depth estimation3. add a new segmentor `DepthEstimator` based on `EncoderDecoder` fordepth estimation4. add an integrated metric that calculate common metrics in depthestimation5. add SiLog loss for depth estimation 6. add config for VPD ## BC-breaking (Optional)Does the modification introduce changes that break thebackward-compatibility of the downstream repos?If so, please describe how it breaks the compatibility and how thedownstream projects should modify their code to keep compatibility withthis PR.## Use cases (Optional)If this PR introduces a new feature, it is better to list some use caseshere, and update the documentation.## Checklist1. Pre-commit or other linting tools are used to fix the potential lintissues.7. The modification is covered by complete unit tests. If not, pleaseadd more unit test to ensure the correctness.8. If the modification has potential influence on downstream projects,this PR should be tested with downstream projects, like MMDet orMMDet3D.9. The documentation has been modified accordingly, like docstring orexample tutorials.
nahidnazifi87 pushed a commit to nahidnazifi87/mmsegmentation_playground that referenced this pull requestApr 5, 2024
Thanks for your contribution and we appreciate it a lot. The followinginstructions would make your pull request more healthy and more easilyget feedback. If you do not understand some items, don't worry, justmake the pull request and seek help from maintainers.## MotivationSupport depth estimation algorithm [VPD](https://github.com/wl-zhao/VPD)## Modification1. add VPD backbone2. add VPD decoder head for depth estimation3. add a new segmentor `DepthEstimator` based on `EncoderDecoder` fordepth estimation4. add an integrated metric that calculate common metrics in depthestimation5. add SiLog loss for depth estimation 6. add config for VPD ## BC-breaking (Optional)Does the modification introduce changes that break thebackward-compatibility of the downstream repos?If so, please describe how it breaks the compatibility and how thedownstream projects should modify their code to keep compatibility withthis PR.## Use cases (Optional)If this PR introduces a new feature, it is better to list some use caseshere, and update the documentation.## Checklist1. Pre-commit or other linting tools are used to fix the potential lintissues.7. The modification is covered by complete unit tests. If not, pleaseadd more unit test to ensure the correctness.8. If the modification has potential influence on downstream projects,this PR should be tested with downstream projects, like MMDet orMMDet3D.9. The documentation has been modified accordingly, like docstring orexample tutorials.
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@xiexinchxiexinchxiexinch approved these changes

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@Ben-Louis@xiexinch

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