Solution Description:

ZAC Explainable-AI to Automatically Locate Large Cargo Trucks from Satellite Images for ISR: ZAC’s Explainable-AI detailed image recognition technology can be adapted to automatically and accurately locate and recognize large trucks or semi-trailer trucks in real-time from satellite images, and thus, significantly enhance USAF ISR capability to automatically analyze vast amount of images captured by persistent ISR to provide decision quality results. ZAC team includes world-renowned researchers and advisors, including General Michael Moseley, USAF (ret), the USAF 18th Chief of Staff. ZAC’s breakthrough detailed image recognition, based on our Explainable-AI, is a demonstrated technology, capable of detecting fine details in images taken at various camera angles (3D), overcoming the major limitations of neural networks which fail to recognize details beyond very generic categories or classifications. Thus, ZAC’s detailed image recognition, based on Explainable-AI, is precisely the right fit to address the USAF requirement to reliably locate objects of interest from satellite images. ZAC’s approach beat ResNet (the best state-of-the-art Deep Convolutional Neural Network (CNN)) in recognizing fine details of complex 3D objects in images, where ResNet failed to learn such fine features during its training.