Shypd.aiThe largest open index of AI toolsNitrain is an open-source Python library for efficiently training AI models on medical images. It offers framework-agnostic sampling, augmentation, and visualization capabilities for medical imaging datasets.
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Nitrain (formerly torchsample) is a framework-agnostic Python library designed for medical image analysis, enabling efficient training of AI models. It provides robust functionalities for sampling and augmenting medical images, supporting various frameworks like PyTorch, TensorFlow, and Keras. The library simplifies model training by offering reasonable defaults and a high level of abstraction. Users can visualize results within a medical imaging context, making it a comprehensive tool for medical imaging AI development. Full examples for segmentation, classification, and registration tasks are available, and it integrates with the ANTsPy package for advanced medical image processing.
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