This demonstration illustrates the use of Lattice Convolutional Neural Network (CNN) Accelerator IP to implement classification of vehicles into cars, trucks and motorcycles/bicycles using Lattice ECP5 devices.
Targeted to the Lattice Embedded Vision Development Kit, one of the onboard cameras provides the input image. The processed image is output through the HDMI output for display. A bounding box is drawn around a vehicle if present. The color of the bounding box is used to indicate the class of the vehicle.
This demonstration was implemented by Lattice sensAI Design Services partner MosChip Technologies.