{"repo":"Project-MONAI/monai-deploy-app-sdk","free":true,"listed":false,"github":"https://github.com/Project-MONAI/monai-deploy-app-sdk","clone":"git clone https://github.com/Project-MONAI/monai-deploy-app-sdk.git","description":"MONAI Deploy App SDK offers a framework and associated tools to design, develop and verify AI-driven applications in the healthcare imaging domain.","language":"Python","stars":135,"topics":["monai","healthcare","medical-imaging","image-processing","dicom","deploy","workflow","pipeline","ai","ml"],"license":"Apache-2.0","category":"machine-learning","readme_excerpt":"💡 If you want to know more about MONAI Deploy WG vision, overall structure, and guidelines, please read MONAI Deploy main repo first. MONAI Deploy App SDK MONAI Deploy App SDK offers a framework and associated tools to design, develop and verify AI-driven applications in the healthcare imaging domain. Features - Build medical imaging inference applications using a flexible, extensible & usable Pythonic API - Easy management of inference applications via programmable Directed Acyclic Graphs (DAGs) - Built-in operators to load DICOM data to be ingested in an inference app - Out-of-the-box support for in-proc PyTorch based inference, as well as remote inference via Triton Inference Server - Easy incorporation of MONAI based pre and post transformations in the inference application - Package inference application with a single command into a portable MONAI Application Package - Locally run and debug your inference application using App Runner User Guide User guide is available at project-monai.github.io. Citation If you have used MONAI in your research, please cite us! The citation can be exported from: https://arxiv.org/abs/2212.14177. Installation To install the current release, you can simply run: Prerequisites - This SDK depends on NVIDIA Holoscan SDK (CUDA 13) for its core implementation as well as its CLI, hence inherits its prerequisites, e.g. Ubuntu 22.04 with glibc 2.35+ (see output of ldd --version) and CUDA Runtime 13.0 or above. It is important to note that holoscan-","default_branch":null,"files":null,"tree":[],"storefront":"/r/Project-MONAI","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Project-MONAI/monai-deploy-app-sdk/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}