Work related to our US Space Force’s UCRO project will be presented during the Algorithms, Technologies, and Applications for Multispectral and Hyperspectral Imaging meeting at SPIE DCS on April 23. The talk, Using neural networks to classify hyperspectral signatures of unresolved resident space objects, will discuss our work on using deep learning methods. The paper includes undergraduate Luis Cedillo and masters student Kevin Acosta as authors in addition to Drs. DeBlasio and Velez-Reyes who are the co-investigators on the project.