What is DeepInfer

DeepInfer refers to two distinct technologies depending on the context:

• Medical Imaging Toolkit: DeepInfer is an open-source deep learning deployment toolkit and model registry specifically designed for medical data analysis, such as medical imaging and image-guided therapy. It allows researchers and engineers to deploy pre-trained models (e.g., for prostate segmentation or ultrasound target identification) directly into workflows like 3D Slicer without requiring extensive software development or configuration.
• High-Performance Inference Framework: DeepInfer is also identified as the high-performance inference framework used to power DeepSeek's large-scale production services. This open-source release provides the core capabilities required for offline inference and serving models at scale.