patchextraction

tiatoolbox . tools . patchextraction

This file defines patch extraction methods for deep learning models.

Functions

get_patch_extractor	Return a patch extractor object as requested.
validate_shape	Test if the shape is valid for an image.

Classes

ExtractorParams	A subclass of TypedDict.
PatchExtractor	Class for extracting and merging patches in standard and whole-slide images.
PatchExtractorABC	Abstract base class for Patch Extraction in tiatoolbox.
PointsPatchExtractor	Extracting patches with specified points as a centre.
PointsPatchExtractorParams	A subclass of TypedDict.
SlidingWindowPatchExtractor	Extract patches using sliding fixed sized window for images and labels.
SlidingWindowPatchExtractorParams	A subclass of TypedDict.