The organizing principle of CrowdAI is to provide scalable data feeds to assess global change as it happens. The firm uses machine learning, computer vision and human intelligence to maximize value aerial, drone and satellite imagery. The firm describes itself as a deep learning company using cutting edge deep learning techniques - including convolutional neural networks - automatically to detect features from satellite and aerial video and imagery. Having produced some of the most accurate deep learning models in the industry and partnerships with some of the worldâs largest satellite companies, the firm's fats and flexible models allow for detection and categorization of numerous features across large geographic regions, including buildings, roads, ships, vegetation, water, and more
