image_transforms.hpp File Reference

Sample-level image Transforms – resize, center-crop, normalize, horizontal flip. More...

#include <vector>
#include "pulsatrix/device_backend.hpp"
#include "pulsatrix/transform.hpp"

Include dependency graph for image_transforms.hpp:

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Classes
class	pulsatrix::ResizeTransform
	Every transform in this file operates on sample.fields[0], assumed to be an image Tensor of shape (1, channels, height, width) – the convention MnistDatasetAdapter, CsvDataset, and ImageDecoder all already share (image/features first, label last). More...
class	pulsatrix::CenterCropTransform
	Crops the centered (crop_height, crop_width) region of the image. More...
class	pulsatrix::NormalizeTransform
	Per-channel normalization: pixel = (pixel - mean[c]) / std[c]. In-place, no backend needed (same shape in and out). More...
class	pulsatrix::HorizontalFlipTransform
	Mirrors the image left-right. In-place, no backend needed (same shape). More...

Namespaces
namespace	pulsatrix

Detailed Description

Sample-level image Transforms – resize, center-crop, normalize, horizontal flip.