Shypd.aiThe largest open index of AI toolsDeepReg is an open-source toolkit for medical image registration using deep learning. It provides TensorFlow 2-based algorithms for efficient training and deployment in diverse clinical applications.
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DeepReg is a freely available, community-supported open-source toolkit designed for research and education in medical image registration using deep learning. It is built on TensorFlow 2 for efficient training and rapid deployment of models. The toolkit implements major unsupervised and weakly-supervised algorithms, along with their combinations and variants, focusing on growing and diverse clinical applications. All DeepReg Demos utilize openly accessible data, and it offers simple built-in command-line tools that require minimal programming. DeepReg operates under the Apache 2.0 license, promoting an open, permissible, and research-and-education-driven environment.
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