Package Detection

Lattice sensAI Demo

This demonstration illustrates the use of Lattice Convolutional Neural Network (CNN) Accelerator IP to implement package detection using Lattice ECP5 devices.

Targeted to the Lattice Embedded Vision Development Kit, one of the on board cameras provides the input image. The processed image is output through the HDMI output for display. A bounding box is drawn on a package if present.

This demonstration was implemented by Lattice sensAI Design Services partner Wipro.

Features

  • Configuration files provided for standalone operation on the Embedded Vision Development Kit
  • Uses YOLO style network with 224 x 224 input size
  • ECP5 power 0.85W
Lattice sensAIwipro Logo

Block Diagram

Documentation

Quick Reference
Downloads
TITLE NUMBER VERSION DATE FORMAT SIZE
EVDK Based Package Detection Demonstration User Guide
FPGA-UG-02074 1.0 9/26/2018 PDF 887.2 KB
TITLE NUMBER VERSION DATE FORMAT SIZE
EVDK Based Package Detection Demonstration Bitstreams
1.0 9/26/2018 ZIP 24.1 MB


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