The images are processed by a Graphical Processing Unit (GPU) that is at the site where the recording is being captured (‘edge computing’, or edge AI) using Artificial Intelligence – generative and deep learning models. CGI can supply GPUs as part of your solution, including, where appropriate, solar panels to provide an off-the-grid or carbon neutral solution.
The encrypted processed data is then sent via our secure cloud hub. The CGI Machine Vision edge-compute processing solves the issues of data transmission delay and bandwidth concerns. Only the relevant, processed information is pushed to data operations, providing you with real-time data analysis tailored to your project objectives.
We can network many devices together to monitor all kinds of operations, from wastewater treatment plants and smart water meters to supporting entire Smart Cities or remote infrastructure. By combining these devices, we can ensure that all key infrastructure (for example sewers, bin collections, and other citizen services) run efficiently and effectively.