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Ready-to-use workflows

The SDK includes higher-level workflows for common object-detection tasks. Unlike App, these classes already know how to build the download and inference commands.

Available workflows:

  • Datasets: download a Roboflow dataset or use a dataset already stored on a CGC volume.
  • YOLO inference: deploy a pretrained YOLO model and send images for prediction.
  • RT-DETR inference: deploy a pretrained RT-DETR model.

These workflows still create normal CGC jobs, resources, volumes, and endpoints. Their methods return the same JobRun and DeployedEndpoint objects described in the workflow API reference.