Add PostInferenceHook feature initial implementation and notebook
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geti_sdk/post_inference_hooks/actions/file_system_data_collection.py
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Co-authored-by: Igor Davidyuk <igor.davidyuk@intel.com>
Co-authored-by: Igor Davidyuk <igor.davidyuk@intel.com>
…lkit/geti-sdk into post-inference-hooks
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This PR adds the initial implementation for the post inference hook functionality. Post inference hooks can be used to define processing pipelines that can be attached to a
Deployment, and will run on each inference request.A hook consists of a trigger and an action: A trigger can for instance be the presence of a specific label, or a predicted probability below a certain confidence threshold.
An action can be to save the image and it's prediction to a folder on disk, or to send the image over to Geti so that it can be annotated.
The PR also adds a notebook
012_post_inference_hooksthat demonstrates how to use the new feature.