OversightML Model Runner

This docker container contains an application used to orchestrate the execution of ML models on large satellite images. The application monitors an input queue for processing requests, decomposes the image into a set of smaller regions and tiles, invokes an ML model endpoint with each tile, and finally aggregates all the results into a single output. The application itself has been containerized and is designed to run on a distributed cluster of machines collaborating across instances to process images as quickly as possible.

Usage

Usage of running OSML Model Runner can be found in this README.md⁠

Source Code

Source code is available in the related Github repository: https://github.com/aws-solutions-library-samples/osml-model-runner⁠

Issues

Issues should be reported on the Github issues page⁠.