Known information
- Contributed to the development of Raster Vision v0.21, highlighting major updates in the application of machine learning to satellite imagery
- Explored the use of vision-language foundation models to build a queryable Earth functionality, allowing retrieval of images with geolocations using text queries
- Investigated the application of machine learning for streamlining search-and-rescue operations using edge processing of drone imagery
- Researched unsupervised change detection using Sentinel-2 vector embeddings
About Element 84
Element 84 develops end-to-end geospatial data-processing pipelines and software solutions, including the cloud-native FilmDrop suite and Earth Search API for Earth on AWS.