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DNNCam Applications


The DNNCam™ is ideally suited to working outdoors:

  • Wildlife counting and identification applications, from counting and identifying fish underwater to herds of elk in the middle of winter
  • With an IP69k rating, the DNNCam can work underwater, in the dustiest desert, or anywhere in between
  • The low power and data transmission requirements of the DNNCam make it an ideal device for working ‘off the grid,’ in areas without high-speed Internet access
Middle of nowhere is no problem.
Remote oil well
Industry, anywhere


DNNCam™ excels at high-speed sorting, irregular materials inspection, monitoring materials, and other standard industrial implementations of AI.

However, unlike most deep learning camera systems, DNNCam™ is IP69k rated. You can drop our camera in nearly any environment, and it will function reliably. Very few camera systems offer the durability of our device.

Best of all, on-board processing allows our camera to be deployed in areas without easy access to electrical power or the Internet. DNNCam™ can be setup in the middle of a construction site, garbage dump, oil field, etc.


In the area of deep learning, commercial applications are the most explored. Some common commercial applications include:

  • Advertising gaze/engagement analysis
  • Retail demographic and regular customer recognition
  • Parking lot license plate monitor and customer name lookup
  • Department store heat map, customer flow, and wait times
  • Automatic register open/shutdown and employee activity monitoring
Grocery store produce
Commercial applications are nearly unlimited.
Research vessel

Science and Research

The on-board processing power of the DNNCam™ makes it an ideal component for researchers developing a system to measure or instrument an experiment or research project.

Additionally, Boulder AI has experience working with major research organizations, and can customize the DNNCam™ to specific purposes.