ATD-2

Mosaic ATM Case Study | ATD-2 Addressing Inefficiency in Today’s Air Transportation System According to NASA1, many of today’s air transportation system issues can be attributed to a lack of information sharing amongst the operators responsible for managing air traffic in busy terminal environments. Concepts and technologies to improve the Read more…

Similarity Learning for Image Geolocation

We decided to approach this problem as a similarity learning modeling effort. We used convolutional neural networks to train a model that takes an image or video as input and outputs a vector representation of the input, such that similar inputs will be close to each other in the vector space. The vector learning is driven by a triplet loss function.

Mosaic to lead ML & AI integration at the FAA with latest task order

Mosaic is thrilled to announce that we will be supporting the Federal Aviation Administration to integrate machine learning & artificial intelligence into their Enterprise Information Management System. Mosaic will leverage a decade of expertise in designing & deploying custom #machinelearning & #AI algorithms that influence strategic & operational decision making. Read more…