Building and installing tensorflow on Summit supercomputer from source
Youtube · March 4, 2019
A step by step guide to build and install Tensorflow from source on an IBM Power 9 & NVIDIA V100 system using CUDA, CUDNN and NCCL.
Scaling Machine Learning for Remote Sensing using Cloud computing
IEEE Geoscience and Remote Sensing Society (GRSS) · June 3, 2021
The workshop introduced ML lifecycle to the participants and demonstrated end-to-end remote sensing ML application from data preparation to deployment using a cloud computing environment such Amazon Web Services (AWS).
Enabling Analysis in the Cloud Using NASA Earth Science Data
American Geophysical Union (AGU) · December 12, 2021
The workshop provided an overview of the NASA’s Earth Science Data Systems (ESDS) cloud vision, discussed what this means for data users, and guided participants through workflow demonstrations highlighting data discovery, accessibility, and usability on and off the cloud for AI and ML applications.
Global Flood Detection Challenge
NASA IMPACT & IGRSS · April 14, 2021
The flood event detection contest seeked to develop approaches to delineate open water flood areas as an effort to identify flood extent, an impactful disaster that occurs frequently throughout the world. The competition involved a supervised learning task -- participants developed algorithms to identify flood pixels after training their algorithm against a training set of synthetic aperture radar (SAR) images.