reusex::vision::onnx::ONNXBackend Class Reference

ONNX Runtime backend implementation of the IMLBackend interface. More...

#include <Backend.hpp>

Inheritance diagram for reusex::vision::onnx::ONNXBackend:

Collaboration diagram for reusex::vision::onnx::ONNXBackend:

Public Member Functions
	ONNXBackend ()=default
std::unique_ptr< IModel >	create_model (const Model type, const std::filesystem::path &modelPath, bool use_cuda=false) override
	Create an ONNX Runtime model.
std::unique_ptr< IDataset >	create_dataset (const std::filesystem::path &datasetPath) override
	Create an ONNX dataset from a database path.
Public Member Functions inherited from reusex::vision::IMLBackend
virtual	~IMLBackend ()=default

Detailed Description

ONNX Runtime backend implementation of the IMLBackend interface.

Provides factory methods for creating ONNX Runtime-based models and datasets for use with the backend-agnostic annotation pipeline.

Definition at line 14 of file Backend.hpp.

Constructor & Destructor Documentation

ONNXBackend()

reusex::vision::onnx::ONNXBackend::ONNXBackend ( )

default

Member Function Documentation

create_dataset()

std::unique_ptr< IDataset > reusex::vision::onnx::ONNXBackend::create_dataset ( const std::filesystem::path & datasetPath )

overridevirtual

Create an ONNX dataset from a database path.

Parameters

datasetPath

Path to the ReUseX project database file.

Returns

Unique pointer to the created dataset.

Implements reusex::vision::IMLBackend.

create_model()

std::unique_ptr< IModel > reusex::vision::onnx::ONNXBackend::create_model ( const Model type, const std::filesystem::path & modelPath, bool use_cuda = false )

overridevirtual

Create an ONNX Runtime model.

Parameters

type	Model type (currently Sam3).
modelPath	Path to directory containing ONNX model files.
use_cuda	Whether to use CUDA execution provider (defaults to false).

Returns

Unique pointer to the created model.

Exceptions

std::runtime_error

if model type is not supported.

Implements reusex::vision::IMLBackend.

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The documentation for this class was generated from the following file:

• libs/reusex/include/vision/onnx/Backend.hpp