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feat(model): add support for DocLayout-YOLO model #773

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merged 1 commit into from
Oct 23, 2024

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@myhloli myhloli commented Oct 23, 2024

Motivation

  • Add new layout model option: DocLayout-YOLO
  • Implement model initialization and prediction for DocLayout-YOLO
  • Update configuration options to include new model- Modify existing code to support both LayoutLMv3 and DocLayout-YOLO models
  • Update Gradio app to support more Custom Switch

Modification

Please briefly describe what modification is made in this PR.

BC-breaking (Optional)

Does the modification introduce changes that break the backward compatibility of the downstream repositories?
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

Before PR:

  • Pre-commit or other linting tools are used to fix the potential lint issues.
  • Bug fixes are fully covered by unit tests, the case that causes the bug should be added in the unit tests.
  • The modification is covered by complete unit tests. If not, please add more unit test to ensure the correctness.
  • The documentation has been modified accordingly, like docstring or example tutorials.

After PR:

  • If the modification has potential influence on downstream or other related projects, this PR should be tested with those projects.
  • CLA has been signed and all committers have signed the CLA in this PR.

- Add new layout model option: DocLayout-YOLO
- Implement model initialization and prediction for DocLayout-YOLO
- Update configuration options to include new model- Modify existing code to support both LayoutLMv3 and DocLayout-YOLO models
- Update Gradio app to support more Custom Switch
@myhloli myhloli merged commit c1ba9dc into opendatalab:dev Oct 23, 2024
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