Integrate Automatic Object Detection into PhotoDB
Due to using easily accessible YAML metadata sidecar files PhotoDB enables interaction with image metadata through any programming language at any point of a proccessing workflow. When annotating large image sets you might want to use object detection models, especially if you aim for automation. Here, we show you 2 simple ways in which you can integrate object detection into PhotoDB and an option for automation:
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use the
photodb_yolo_object_detection
python package -
run MegaDetector and execute the PhotoDB megadetector task
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periodically execute a processing script and save results to PhotoDB metadata
You can also write your own scripts to integrate other models or perform new processing steps!