MONAI and MONAILabel
MONAI is a deep learning framework for medical image analysis, while MONAILabel is an interactive labeling tool that uses MONAI models to intelligently annotate images, making them complements designed to work together in an annotation-to-training pipeline.
About MONAI
Project-MONAI/MONAI
AI Toolkit for Healthcare Imaging
Built on PyTorch, MONAI provides domain-specific implementations for medical imaging workflows including pre-processing transforms, network architectures, loss functions, and evaluation metrics optimized for multi-dimensional volumetric data. The framework emphasizes composable APIs and multi-GPU/multi-node distributed training, with a complementary Model Zoo using standardized Bundle format for sharing community-contributed architectures and pipelines.
About MONAILabel
Project-MONAI/MONAILabel
MONAI Label is an intelligent open source image labeling and learning tool.
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