Label images too big to fit in memory!

Version 1.1.0 (12 MB) by Brett Shoelson
labelBigImage is a full-featured app designed to facilitate labeling/ground-truthing of arbitrarily large images
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263 Downloads
Updated 15 Apr 2020

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This app creates a thumbnail overview of the whole image, from which you can navigate to full-resolution subimages. Label rectangular or free-form regions at either resolution, using manual tools or automated algorithms. Use built-in automation routines, or build and import custom ones. Tune an automation algorithm on one subimage, and automatically apply it to all or a specified portion of the overall image (at full resolution). Lots of bells and whistles:

* Interface seamlessly with other apps to create custom segmentation algorithms
* Manage overlapping regions
* Manage multi-session labeling
* Validate auto-generated labels
* Generate training chips
* Auto-save so no effort is lost
* Recall previous labels
* Use built-in shortcuts
* Maintain preferences
* Much more!

Cite As

Brett Shoelson (2024). Label images too big to fit in memory! (https://www.mathworks.com/matlabcentral/fileexchange/74382-label-images-too-big-to-fit-in-memory), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2019b
Compatible with any release
Platform Compatibility
Windows macOS Linux

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labelBigImage

labelBigImage/+uix/+mixin

labelBigImage/@synchronizedImfreehands

labelBigImage/@synchronizedImpolys

labelBigImage/@synchronizedImrects

labelBigImage/@synchronizedROI

labelBigImage/Dependencies

labelBigImage/Utilities

Version Published Release Notes
1.1.0

I added a Getting Started guide.
1.0.0