irisml-tasks-onnx

This is a package for tasks related to onnx models.

See irisml repository for the detail of irisml framework, and irisml-tasks-training for tasks related to model training, prediction, and export that are referenced here. Note that these tasks are for working with already-traced onnx models, for tracing see export_onnx task.

Tasks

predict_onnx

Run prediction on a dataset with basic onnx model. Uses the same inputs and outputs as the predict task.

ONNX Format Details

'Basic' ONNX Format

The onnx format generated by the export_onnx task. Very straightforward inference API that expects one already-preprocessed image tensor as input with a fixed size. Currently does not support dynamic image sizes or batching.

Contributing

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