PatchDatasetABC

class PatchDatasetABC[source]

Defines abstract base class for patch dataset.

preproc_func

Preprocessing function used to transform the input data. If supplied, then torch.Compose will be used on the input preproc. preproc is a list of torchvision or custom transforms for preprocessing the image. The transforms will be applied in the order that they are given in the list. For more information, use the following link: https://pytorch.org/vision/stable/transforms.html.

Methods

load_img

Load an image from a provided path.

preproc

Define the pre-processing of this class of loader.

Attributes

preproc_func

Return the current pre-processing function of this instance.
static load_img(path)[source]

Load an image from a provided path.

Parameters

path (str) – Path to an image file.

static preproc(image)[source]

Define the pre-processing of this class of loader.

property preproc_func

Return the current pre-processing function of this instance.

The returned function is expected to behave as follows: >>> transformed_img = func(img)