The search for “Techno-Signatures”, measurable properties that provide scientific evidence of past or present extraterrestrial technology, has gained new interests. This AI challenge is aimed at developing ‘AI Toolbox’ for the Planetary Scientists to help in identifying non-terrestrial artifacts.