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Official channels — this project is published only on GitHub (primary) and AtomGit (auto-synced mirror). Redistributions on any other platform are unofficial and not maintained by the author. Licensed ...

Abstract: Although significant advances have been made in the semantic segmentation of high-resolution remote sensing (RS) images, obtaining accurate pixelwise annotations remains resource-intensive.

Abstract: Learning from AI-generated annotations is well-recognized as a key advance of deep learning techniques in medical image segmentation. Towards this direction, in this paper, we investigate ...

Computer vision teams face an uncomfortable reality. Even as annotation costs continue to rise, research consistently shows that teams annotate far more data than they actually need. Sometimes teams ...