Add an option to call Nuclio functions via the dashboard #6146
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SpecLad
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Currently, this only happens when running in Kubernetes. This option lets CVAT use Nuclio that's deployed to Kubernetes without being deployed to Kubernetes itself, or just to use Nuclio that is deployed on another machine.
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azhavoro
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### Added - Introduced a new configuration option for controlling the invocation of Nuclio functions. (<#6146>) ### Changed - Relocated SAM masks decoder to frontend operation. (<#6019>) - Switched `person-reidentification-retail-0300` and `faster_rcnn_inception_v2_coco` Nuclio functions with `person-reidentification-retail-0277` and `faster_rcnn_inception_resnet_v2_atrous_coco` respectively. (<#6129>) - Upgraded OpenVINO-based Nuclio functions to utilize the OpenVINO 2022.3 runtime. (<#6129>) ### Fixed - Resolved issues with tracking multiple objects (30 and more) using the TransT tracker. (<#6073>) - Addressed azure.core.exceptions.ResourceExistsError: The specified blob already exists. (<#6082>) - Corrected image scaling issues when transitioning between images of different resolutions. (<#6081>) - Fixed inaccurate reporting of completed job counts. (<#6098>) - Allowed OpenVINO-based Nuclio functions to be deployed to Kubernetes. (<#6129>) - Improved skeleton size checks after drawing. (<#6156>) - Fixed HRNet CPU serverless function. (<#6150>) - Prevented sending of empty list of events. (<#6154>)
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Currently, this only happens when running in Kubernetes. This option lets CVAT use Nuclio that's deployed to Kubernetes without being deployed to Kubernetes itself, or just to use Nuclio that is deployed on another machine.
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Motivation and context
Currently, this only happens when running in Kubernetes. This option lets CVAT use Nuclio that's deployed to Kubernetes without being deployed to Kubernetes itself, or just to use Nuclio that is deployed on another machine.
How has this been tested?
I manually tested both options.
Checklist
developbranch[ ] I have updated the documentation accordingly[ ] I have added tests to cover my changes[ ] I have linked related issues (see GitHub docs)[ ] I 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.