Add FAIRs SAM as serverless AI interactor #5990
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Awesome thanks, I just finished my changes to get it running, but you were a little bit quicker ;) |
nmanovic
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Apr 12, 2023
Idea of the PR is to finish this one #5990 Deploy for GPU: ``./deploy_gpu.sh pytorch/facebookresearch/sam/nuclio/`` Deploy for CPU: ``./deploy_cpu.sh pytorch/facebookresearch/sam/nuclio/`` If you want to use GPU, be sure you setup docker for this [guide](https://github.com/NVIDIA/nvidia-docker/blob/master/README.md#quickstart). Resolved issue #5984 But the interface probably can be improved Co-authored-by: Alx-Wo <alexander.wolpert@googlemail.com>
mikhail-treskin
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Jul 1, 2023
Idea of the PR is to finish this one cvat-ai#5990 Deploy for GPU: ``./deploy_gpu.sh pytorch/facebookresearch/sam/nuclio/`` Deploy for CPU: ``./deploy_cpu.sh pytorch/facebookresearch/sam/nuclio/`` If you want to use GPU, be sure you setup docker for this [guide](https://github.com/NVIDIA/nvidia-docker/blob/master/README.md#quickstart). Resolved issue cvat-ai#5984 But the interface probably can be improved Co-authored-by: Alx-Wo <alexander.wolpert@googlemail.com>
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I'm not affiliated with FAIR or Meta in any way. Just thought that including SAM as an interactor would be extremely helpful considering SAMs outstanding performance.
I just added a new interactor under serverless/pytorch/facebookresearch/
Currently this is not ready.
When trying to set a positive or negative point, I'm getting:
Error: Request failed with status code 503. "('Connection aborted.', ConnectionResetError(104, 'Connection reset by peer'))"
or
cvat Error: Request failed with status code 503. "HTTPConnectionPool(host='host.docker.internal', port=32857): Max retries exceeded with url: / (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f96c8e88460>: Failed to establish a new connection: [Errno 111] Connection refused'))".
And I'm not sure why this happens.
If anyone has an idea feel free to help out. I might get back to it after the weekend maybe?
Checklist
developbranchI have increased versions of npm packages if it is necessary(cvat-canvas,
cvat-core,
cvat-data and
cvat-ui)
License
Feel free to contact the maintainers if that's a concern.