More info https://catalog.ngc.nvidia.com/orgs/nvidia/teams/clara/collections/claradeploy
This asset requires the Clara Deploy SDK. Follow the instructions on the Clara Ansible page to install the Clara Deploy SDK.
Multi AI pipeline takes a single volume and splits them into multiple ROIs, these ROIs are then fed into respective AI operators. Results from AI operators are merged into a single volume.
Pipeline uses roi-generator operator for splitting data into rois and merging data back into a single volume. Liver tumor, Lung tumor, Colon tumor and Spleen AI operators are used in the ROI configuration.
Multi AI pipeline has 4 AI models, it needs 24 GB of GPU memory with the example test dataset. A low resolution version of the test dataset is provided for GPUs with less memory.
The following are the execution steps for multi AI Pipeline:
Data preparation
Platform Installation: Ensure that platform is installed successfully and Clara CLI is installed correctly.
Required Models: Ensure that spleen, colon tumor, lung tumor and liver tumor models are present in /clara/common/models folder.
Execution
Results
An End User License Agreement is included with the product. By pulling and using the Clara Deploy asset on NGC, you accept the terms and conditions of these licenses..
Release Notes, the Getting Started Guide, and the SDK itself are available at the NVIDIA Developer forum: (https://developer.nvidia.com/clara).
For answers to any questions you may have about this release, visit the NVIDIA Devtalk forum: (https://devtalk.nvidia.com/default/board/362/clara-sdk/).