dataeval.models

MAITE Model implementations for opinionated ONNX/LiteRT prediction.

Classes

LiteRtImageClassifier

Opinionated image classifier backed by LiteRT (TensorFlow Lite).

LiteRtObjectDetector

Opinionated object detector backed by LiteRT (TensorFlow Lite).

ModelIOSpec

Typed, immutable view of a model-metadata.json input/output contract.

OnnxImageClassifier

Opinionated image classifier backed by ONNX Runtime.

OnnxObjectDetector

Opinionated object detector backed by ONNX Runtime.

Functions

build_model_input

Build the opinionated image input tensor for a CV model.

read_model_metadata

Read and validate an opinionated model-metadata.json file.