Fringe Events

By invitation only.

This workshop (REGISTER) will focus on applying machine learning to geospatial data for computer vision applications.

This virtual workshop provides hands-on experience with tools and scenarios to enhance participants' understanding of machine learning-based computer vision in the context of geospatial data. Participants will learn to gather and prepare relevant satellite data, define models, and execute training of the models while reviewing outputs and making necessary adjustments. The workshop emphasizes developing the training dataset and executing models at scale using AWS cloud services.

Two scenarios will be worked: a simpler one involving Raster Vision, PyTorch, and STAC for classifying simple objects such as cars and trees, and a more complex scenario that will additionally leverage SageMaker, S3, EC2, and Batch to address the challenge of detecting sandstorms with MODIS and Sentinel-2 satellite imagery.

This workshop is geared towards organizations and individuals working in the geospatial domain and looking to use machine learning to extract insights from satellite imagery. Whether you're a data scientist, geospatial analyst, remote sensing specialist, or a researcher interested in leveraging machine learning for geospatial applications, this workshop will equip you with practical skills and insights to tackle complex challenges in the field. Attendees of all experience levels are welcome.

Join the community to connect socially ahead of Day 1. Beverages and light fare will be provided. RSVP is appreciated.

🌍 Exciting Opportunity at SatSummit for Humanitarian Organizations ! 🌟

We are delighted to invite humanitarian funders and implementers to engage directly with our Earth Science Review Board at SatSummit. This is an exclusive chance to get expert feedback on your programs that utilize satellite data and tools.

In-Person Review Sessions: Participate in live case reviews where you can present your projects and gain valuable insights from leading Earth scientists. Submit Your Case!

🤝 Who Should Join?

Humanitarian Organizations: Implementing or aspiring to implement Earth science in your programs? Submit your case to receive expert guidance to refine and enhance your projects.

Don’t miss this unique opportunity to drive transformative change at the nexus of Earth science and humanitarian action. Join us at SatSummit and see how expert feedback can elevate your programs!

Submit your case to the Earth Science Review Board!

Join NASA Lifelines for a Supper Club discussion at SatSummit! Engage in facilitated conversations on humanitarian themes and timely topics over lunch on Thursday and Friday. Interested in participating in one of the lunchtime Supper Clubs or hosting your own? Reach out to [email protected]. Learn more about the Supper Clubs program on the NASA Lifelines website.

Join NASA Lifelines for a Supper Club discussion at SatSummit! Engage in facilitated conversations on humanitarian themes and timely topics over lunch on Thursday and Friday. Interested in participating in one of the lunchtime Supper Clubs or hosting your own? Reach out to [email protected]. Learn more about the Supper Clubs program on the NASA Lifelines website.