mirror of
https://github.com/opencv/opencv.git
synced 2024-11-27 20:50:25 +08:00
Open Source Computer Vision Library
d0820dac38
LSTM layer for new graph engine. #26391 Merge with extra: https://github.com/opencv/opencv_extra/pull/1218 This PR updates/creates LSTM layer compatible with new graph engine. It is based on previous LSTM implementation with some modification on how initializers blobs are processed. Note: Following tests are currently are disabled Two following two tests are disbled since ONNNRuntime does not support `layout=1` attiribute inference. See a detailed issue #26456 on this. - `LSTM_layout_seq` - `LSTM_layout_batch` Following test fails with the new engine as it is not able to deal with shapes of the form [?, C, H, W] - `LSTM_Activations` Works: - [x] One directional case any batch type - [x] Fix directional case when batch size large than 1 - [x] Add peepholes attribute TODO with the next PRs: - [ ] Activation support Note: > Currently `LSTM_layout_seq`, `LSTM_layout_batch` are disabled as the tests are incorrect. They do not comply with the ONNX standard. Particularly test outputs are of incorrect dimensionality. They produce 3-dimentinal output instead of 4-dimentional. ------ ### Pull Request Readiness Checklist See details at https://github.com/opencv/opencv/wiki/How_to_contribute#making-a-good-pull-request - [x] I agree to contribute to the project under Apache 2 License. - [x] To the best of my knowledge, the proposed patch is not based on a code under GPL or another license that is incompatible with OpenCV - [x] The PR is proposed to the proper branch - [x] There is a reference to the original bug report and related work - [x] There is accuracy test, performance test and test data in opencv_extra repository, if applicable Patch to opencv_extra has the same branch name. - [x] The feature is well documented and sample code can be built with the project CMake |
||
|---|---|---|
| .github | ||
| 3rdparty | ||
| apps | ||
| cmake | ||
| doc | ||
| include | ||
| modules | ||
| platforms | ||
| samples | ||
| .editorconfig | ||
| .gitattributes | ||
| .gitignore | ||
| CMakeLists.txt | ||
| CONTRIBUTING.md | ||
| COPYRIGHT | ||
| LICENSE | ||
| README.md | ||
| SECURITY.md | ||
OpenCV: Open Source Computer Vision Library
Resources
- Homepage: https://opencv.org
- Courses: https://opencv.org/courses
- Docs: https://docs.opencv.org/5.x/
- Q&A forum: https://forum.opencv.org
- previous forum (read only): http://answers.opencv.org
- Issue tracking: https://github.com/opencv/opencv/issues
- Additional OpenCV functionality: https://github.com/opencv/opencv_contrib
- Donate to OpenCV: https://opencv.org/support/
Contributing
Please read the contribution guidelines before starting work on a pull request.
Summary of the guidelines:
- One pull request per issue;
- Choose the right base branch;
- Include tests and documentation;
- Clean up "oops" commits before submitting;
- Follow the coding style guide.
Additional Resources
- Submit your OpenCV-based project for inclusion in Community Friday on opencv.org
- Subscribe to the OpenCV YouTube Channel featuring OpenCV Live, an hour-long streaming show
- Follow OpenCV on LinkedIn for daily posts showing the state-of-the-art in computer vision & AI
- Apply to be an OpenCV Volunteer to help organize events and online campaigns as well as amplify them
- Follow OpenCV on Mastodon in the Fediverse
- Follow OpenCV on Twitter
- OpenCV.ai: Computer Vision and AI development services from the OpenCV team.