NN::Util Namespace Reference

Namespace for utility functions related to neural networks and tensors. More...

Functions
template<typename ReduceOp >
auto	bind_reduce (ReduceOp op, int axis)
	Binds a reduction operation on a specified axis for a tensor.
template<typename ReduceIndexOp >
auto	bind_reduceWithIndex (ReduceIndexOp op, int axis)
	Binds a reduction operation with index on a specified axis for a tensor.
template<typename Func >
auto	bind_map (Func f)
	Binds a mapping operation on a tensor.
template<typename Func >
auto	bind_map (Func f, int axis)
	Binds a mapping operation on a tensor that converts a each element to an array of new elements.
template<typename... Args>
auto	bind_reshape (const std::vector< int64_t > &newShape)
	Binds a reshape operation to change the shape of a tensor.
template<typename... Args>
auto	bind_squeeze ()
	Binds a squeeze operation to remove dimensions of size 1 from a tensor.
template<typename... Args>
auto	bind_squeeze (int64_t axis)
	Binds a squeeze operation on a tensor along a specified axis.
template<typename... Args>
auto	bind_unsqueeze (int64_t axis)
	Binds an unsqueeze operation to add a new dimension of size 1 at a specified axis in a tensor.
template<typename... Args>
auto	bind_toCvMat ()
	Binds a conversion operation from a tensor to an OpenCV Mat format.
template<typename T , typename... Args>
auto	bind_toVector ()
	Binds a conversion operation from a tensor to a vector.
template<typename... Args>
auto	bind_inference (NN::NeuralNetPtr model)
	Binds an inference operation on a neural network model.

Detailed Description

Namespace for utility functions related to neural networks and tensors.

This namespace contains functions to bind tensor operations such as reduction, mapping, reshaping, squeezing, unsqueezing, and converting to OpenCV Mat format. These functions are designed to be used with the Tensor class and can be easily integrated into neural network workflows. The functions return callable objects that can be used with tl::expected::and_then for chaining operations.