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  1. Apr 13, 2023
  2. Apr 06, 2023
  3. Apr 03, 2023
  4. Mar 31, 2023
  5. Mar 30, 2023
  6. Mar 23, 2023
  7. Mar 22, 2023
  8. Mar 21, 2023
  9. Mar 17, 2023
    • Miao Zheng's avatar
      [Features]Support dump segment predition (#2712) · ff95416c
      Miao Zheng authored
      ## Motivation
      
      1. It is used to save the segmentation predictions as files and upload
      these files to a test server
      
      ## Modification
      
      1. Add output_file and format only in `IoUMetric`
       
      ## BC-breaking (Optional)
      
      No
      
      ## 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.
      3. The modification is covered by complete unit tests. If not, please
      add more unit test to ensure the correctness.
      4. If the modification has potential influence on downstream projects,
      this PR should be tested with downstream projects, like MMDet or
      MMDet3D.
      5. The documentation has been modified accordingly, like docstring or
      example tutorials.
      ff95416c
    • 谢昕辰's avatar
    • Haolan He's avatar
      [Docs] add deeplabv3 model structure (#2426) · 6d63e776
      Haolan He authored
      as title
      6d63e776
  10. Mar 16, 2023
  11. Mar 15, 2023
    • Junhwa Song's avatar
      [Enhance] Support multi-band image for Mosaic (#2748) · cb2d8fe0
      Junhwa Song authored
      ## Modification
      
      I changed the hardcoded 3 channel length to dynamic channel length in
      `np.full` function arguments.
      This modification enables `RandomMosaic` transform to support
      multispectral image (e.g. RGB image with NIR band) or bi-temporal image
      pairs for change detection task.
      
      ## 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.
      cb2d8fe0
    • 谢昕辰's avatar
      [Dev] Replace the test images (#2754) · 1f1f2666
      谢昕辰 authored
      ## Motivation
      
      The original images are too large.
      
      ## Modification
      
      Crop to small images.
      1f1f2666
    • Miao Zheng's avatar
      [Fix] Format shape check (#2753) · 3cc7ae21
      Miao Zheng authored
      as title
      3cc7ae21
    • 谢昕辰's avatar
      [Feature] Support PIDNet (#2609) · dd47cef8
      谢昕辰 authored
      ## Motivation
      
      Support SOTA real-time semantic segmentation method in [Paper with
      code](https://paperswithcode.com/task/real-time-semantic-segmentation)
      
      Paper: https://arxiv.org/pdf/2206.02066.pdf
      Official repo: https://github.com/XuJiacong/PIDNet
      
      ## Current results
      
      **Cityscapes**
      
      |Model|Ref mIoU|mIoU (ours)|
      |---|---|---|
      |PIDNet-S|78.8|78.74|
      |PIDNet-M|79.9|80.22|
      |PIDNet-L|80.9|80.89|
      
      ## TODO
      
      - [x] Support inference with official weights
      - [x] Support training on Cityscapes
      - [x] Update docstring
      - [x] Add unit test
      dd47cef8
    • Tianlong Ai's avatar
      [Datasets] Add Mapillary Vistas Datasets to MMSeg Core Package. (#2576) · 8c89ff3d
      Tianlong Ai authored
      
      ## [Datasets] Add Mapillary Vistas Datasets to MMSeg Core Package .
      ## Motivation
      Add Mapillary Vistas Datasets to core package.
      Old PR #2484 
      
      ## Modification
      - Add Mapillary Vistas Datasets to core package.
      - Delete `tools/datasets_convert/mapillary.py` , dataset does't need
      converting.
      - Add `schedule_240k.py`  config.
      - Add configs files.  
        ```none
        deeplabv3plus_r101-d8_4xb2-240k_mapillay_v1-512x1024.py
        deeplabv3plus_r101-d8_4xb2-240k_mapillay_v2-512x1024.py
        maskformer_swin-s_4xb2-240k_mapillary_v1-512x1024.py
        maskformer_swin-s_4xb2-240k_mapillary_v2-512x1024.py
        maskformer_r101-d8_4xb2-240k_mapillary_v1-512x1024.py
        maskformer_r101-d8_4xb2-240k_mapillary_v2-512x1024.py
        pspnet_r101-d8_4xb2-240k_mapillay_v1-512x1024.py
        pspnet_r101-d8_4xb2-240k_mapillay_v2-512x1024.py
        ```
      - Synchronized changes to `projects/mapillary_datasets`
      
      ---------
      
      Co-authored-by: default avatarMiao Zheng <76149310+MeowZheng@users.noreply.github.com>
      Co-authored-by: default avatarxiexinch <xiexinch@outlook.com>
      8c89ff3d
  12. Mar 14, 2023
    • Junhwa Song's avatar
      [Typo] Change indexes to indices (#2747) · 447a398c
      Junhwa Song authored
      ## Modification
      
      I just replaced the `indexes` variable name with `indices` for naming
      consistency.
      447a398c
    • Miao Zheng's avatar
      [Enhancement] Support input gt seg map is not 2D (#2739) · 6ba46966
      Miao Zheng authored
      
      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
      
      fix #2593
      
      ## Modification
      
      1. Only when gt seg map is 2D, extend its shape to 3D PixelData 
      2. If seg map is not 2D, we raised warning for users.
      
      ---------
      
      Co-authored-by: default avatarxiexinch <xiexinch@outlook.com>
      6ba46966
  13. Mar 13, 2023
  14. Mar 10, 2023
  15. Mar 09, 2023
  16. Mar 07, 2023
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