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RTMDet-tiny enablement for detection task #3542

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merged 19 commits into from
May 31, 2024

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sungchul2
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@sungchul2 sungchul2 commented May 27, 2024

Summary

ticket : CVS-142365

This PR includes:

  • RTMDet-tiny enablement on detection task
  • Minor refactoring

Benchmark results on develop:

all large medium small
test/f1-score test/f1-score test/f1-score test/f1-score
0.671 0.759 0.746 0.508

How to test

Checklist

  • I have added unit tests to cover my changes.​
  • I have added integration tests to cover my changes.​
  • I have ran e2e tests and there is no issues.
  • I have added the description of my changes into CHANGELOG in my target branch (e.g., CHANGELOG in develop).​
  • I have updated the documentation in my target branch accordingly (e.g., documentation in develop).
  • I have linked related issues.

License

  • I submit my code changes under the same Apache License that covers the project.
    Feel free to contact the maintainers if that's a concern.
  • I have updated the license header for each file (see an example below).
# Copyright (C) 2024 Intel Corporation
# SPDX-License-Identifier: Apache-2.0

@sungchul2 sungchul2 changed the title RTMDet enablement for detection task RTMDet-tiny enablement for detection task May 27, 2024
@github-actions github-actions bot added the TEST Any changes in tests label May 30, 2024
@sungchul2 sungchul2 enabled auto-merge (squash) May 31, 2024 01:00
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@eunwoosh eunwoosh left a comment

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Thanks for your work :) I left some comments. Please take a look.

src/otx/algo/detection/heads/distance_point_bbox_coder.py Outdated Show resolved Hide resolved
src/otx/algo/detection/heads/rtmdet_head.py Outdated Show resolved Hide resolved
src/otx/algo/detection/heads/rtmdet_head.py Show resolved Hide resolved
src/otx/algo/detection/rtmdet.py Outdated Show resolved Hide resolved
@sungchul2 sungchul2 requested a review from wonjuleee May 31, 2024 04:15
@sungchul2 sungchul2 merged commit 52897e2 into openvinotoolkit:develop May 31, 2024
13 checks passed
@sungchul2 sungchul2 deleted the rtmdet_enablement branch May 31, 2024 06:59
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3 participants