To enable such systems, including the ability to prototype quickly, Teledyne FLIR has introduced the Quartet Embedded Solution for TX2. This customised carrier board enables easy integration of up to 4 x USB3 machine vision cameras at full bandwidth.
Prototype setup for all four applications
To highlight what the Quartet with Spinnaker SDK pre-installed can enable, we describe steps taken in developing an ITS (traffic systems) inspired prototype running four simultaneous applications, three of which use deep learning for:
• Application 1: Licence plate recognition using deep learning
• Application 2: Vehicle type categorisation using deep learning
• Application 3: Vehicle color classification using deep learning
• Application 4: See through windshield (past reflection & glare)
Read this very practical article which includes (1) a shopping list, (2) development time for each application, (3) number of training images required, and finally, actions to optimise overall system performance.
