likyoo/awesome-semi-supervised-segmentation
An up-to-date & curated list of awesome semi-supervised segmentation papers, methods & resources.
Trying to identify and outline specific objects in images or videos, such as segmenting tumors in medical scans or classifying land use from satellite imagery? This project helps you find the latest research and methods for 'segmentation' tasks, especially when you only have a small amount of labeled data. It provides a curated list of academic papers and code implementations, allowing researchers and practitioners to efficiently explore semi-supervised approaches to computer vision segmentation problems.
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Use this if you need to perform precise object segmentation in images or videos but have limited access to fully labeled datasets for training.
Not ideal if you are looking for ready-to-use software or a tool that directly performs segmentation rather than a resource for research methods.
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Dec 22, 2023
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