Speaker
Sioni Paris Summers
(CERN)
Description
ML on Earth Observation satellites for data reduction, and monitoring of plastics pollution in the oceans.
CERN group/ Experiment
EP-CMG, KT
| Working area | Area 2: Optimal AI deployment for Online Data Processing |
|---|---|
| Project goals | Improve hls4ml support for larger NNs used in EO satellite domain (image segmentation) Develop ML solutions for European FPGA vendor (NanoXplore) Demonstrate monitoring of plastics pollution in the oceans with reduced downlink bandwidth requirements |
| Timeline | until end of 2026 |
| Available person power | 2 Origin, occasional visitors/users, supervision from 2 Staff |
| Additional person power request | none |
| Is this an already ongoing activity? | Yes |
| Indicative hardware resources needs | Access to a GPU cluster with LCG-like software stack and cvmfs access with fast storage facilities across the full duration of the project, FPGA for testing |
Author
Sioni Paris Summers
(CERN)