[Yolo12] Revert of the revert of the Yolo12 Sample #12163
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🔗 Helpful Links🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/12163
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…rch#10156) ### Summary Ultralytics Yolo12 Detection sample to expand example models with the detection task: 1) Export script to get executorch yolo model lowered to OpenVINO/XNNPACK 2) Demo app which gets a model and a video as an input and outputs an annotated video Changes in the OpenVINO backend: * OpenVINO repo branch is updated to support yolo12 models (Commit to Openvino master WIP) * Minor fixes in quantizer.py ### Test plan #### Warning: OpenCV should be installed in the environment. OpenVINO: ``` ./.ci/scripts/test_yolo12.sh -model yolo12n -mode openvino -pt2e_quantize OFF -upload tmp_ov_run -video_path path/to/mp4/file ``` XNNPACK: ``` ./.ci/scripts/test_yolo12.sh -model yolo12n -mode xnnpack -pt2e_quantize OFF -upload tmp_xnnpack_run -video_path path/to/mp4/file ``` ### Issues: * Quantization does not work in both backends, issues WIP. Marked by NonImplemented error by now * OpenVINO is being build twice because it is not present in the [executorch-config.cmake](https://github.com/pytorch/executorch/blob/main/tools/cmake/executorch-config.cmake) file. Perhaps we could add the OpenVINO backend to the config file? CC: @ynimmaga @suryasidd @alexsu52
kimishpatel
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Jul 2, 2025
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Summary
Follow up #12136
Revert of the revert #10156
The big gif is remote from the PR
CC: @kimishpatel