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RootPainter is a GUI-based software tool for rapid training of deep neural networks for image analysis, focused on biological images. It employs a client-server architecture that lets a laptop utilize a more powerful remote GPU server for computation. The tool enables deep learning-based image segmentation with corrective annotation, and is described in the RootPainter paper 'Deep Learning Segmentation of Biological Images with Corrective Annotation'.
AI named root_painter in January 2026.