Artificial Intelligence (AI)
Artificial intelligence is a wide and deep field that encompasses many underlying technologies and methods, including machine learning and deep learning. According to Andrew Moore, Dean of Computer Science at Carnegie Mellon University, in an interview with Forbes in 2017, “Artificial intelligence is the science and engineering of making computers behave in ways that, until recently, we thought required human intelligence.” The evolution of AI is transforming industries and the human experience. Being able to harness this power, both technically and ethically, positions organizations for immense growth and the realization of their innovative visions. Dignari has broad experience in applied AI and mission driven research and development. We have implemented and used AI solutions to secure our Nation’s borders.
Client Real World Challenges
Performing video analytics to process and comprehend complex operational environments
Minimizing the need for human operators
Performing detection of travelers wearing hats, sunglasses, and masks
Dignari Solutions
Dignari has developed and deployed many AI/ML solutions within mission critical operational environments. Examples of our Emerging Technology Solutions:
Computer Vision: We create solutions utilizing open source software, layered with custom developed ML models to detect and alert on the presence of occlusions. We train artificial neural network object detection models to be able to detect client-defined occlusions and to alert an individual in the camera’s field of view to remove the detected item. Our custom models can be deployed to the camera directly to advance edge computing capabilities and to use the camera’s platform for ML functionality.
Natural Language Processing - We create solutions that allow system control based on voice commands. This includes voice recognition, speech-to-text, translation, speaker identification, and speaker diarization.
Custom Machine Learning Model Training - We customize ML models based on mission need and use case applicability, using techniques such as Tensorflow transfer learning. We also analyze the mission fit of deployment of custom models to edge computing environments.
Outcomes for our customers
Customers gain insight into the impact AI/ML could make in their mission environment and how it might augment their current operations.
Development of new AI/ML capabilities allows our clients to gain operational intelligence to support mission operations
Resources and efforts are better enabled to perform their mission operations
