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Adds method to store and check what images and what detections have been processed by what algorithms
Updates the ML backend schema to nest detections and classifications under the source image response, to more readability associate related objects
Add new tests
Fix related bugs & add new logging related to these features
Future work:
Populate the algorithm metadata to all existing classifications so they won't be reprocessed
Add support for reusing detections if only the classification algorithm has changed
Reduce logging related to this change
IMPORTANT: the current ML backend is the "api-only-prototype" branch in the ami-data-companion repo. Launch with the ami api command. This is running on gpu-4 in the Arbutus cloud. RolnickLab/ami-data-companion#56
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Future work:
IMPORTANT: the current ML backend is the "api-only-prototype" branch in the ami-data-companion repo. Launch with the
ami apicommand. This is running on gpu-4 in the Arbutus cloud.RolnickLab/ami-data-companion#56