Neural Network module

Classes

class fast::ImageToBatchGenerator

Converts a stream of images into stream of Batch data objects.

class fast::BoundingBoxNetwork

Neural network process object for bounding box detection.

class fast::ImagesToSequence

Process object for converting a stream of images to a Sequence data object.

class fast::FlowNetwork

A neural network for optical flow estimation.

class fast::ImageClassification

Image classification data object.

class fast::ImageClassificationNetwork

Image classification neural network.

class fast::ImageToImageNetwork

Image-to-Image neural network process object.

class fast::NeuralNetworkNode

A struct/class representing a neural network input/output node.

class fast::ONNXRuntimeEngine

Microsofts ONNX Runtime inference engine with DirectX/ML support.

class fast::Sequence

Sequence data object.

class fast::Batch

Batch data object.

class fast::NeuralNetwork

Neural network process object.

class fast::SegmentationNetwork

Segmentation neural network process object.

class fast::TensorToBoundingBoxSet

Convert a tensor to a set of bounding boxes.

class fast::TensorToImage

Converts a Tensor with shape HxWxC to a FAST Image.

class fast::TensorToSegmentation

A process object which converts a Tensor to a Segmentation object.

class fast::Tensor

N-Dimensional tensor data object.

class fast::TensorShape

Object representing the shape of a Tensor.