MICROSD-ADP-EVN Lattice

Machine Learning Demo Users Guide This document describes the available Machine Learning demos from Lattice. These demos operate on Lattices Embedded Vision Development Kit, featuring the Lattice CrossLink pASSP and ECP5 FPGA. The implementation of this demo in ECP5-85 consists of 8 Neuro Network engines (NN) engines. The size can be reduced to fit a smaller device with some tradeoffs. The implemented Neuro Network, the socalled LatticeNET1 allows a 90x90 RGB Input with 8 convolution layers.. Two demonstrations are available: Face Detection Face Tracking Table of Contents Demo Requirements ....................................................................................................... 3 Hardware Requirements .............................................................................................. 3 Software and Firmware Requirements ........................................................................ 3 Initial Setup ..................................................................................................................... 4 ECP5 Programing ........................................................................................................ 4 Erase the ECP5 prior to re-programming ................................................................. 4 Program the ECP5 VIP Processor Board ................................................................. 5 Programing Crosslink .................................................................................................. 8 Erase the CrossLink prior to re-programming .......................................................... 8 Program the CrossLink VIP Input Bridge Board ....................................................... 9 Micro-SD Card Adpater ................................................................................................. 11 Materials Required ..................................................................................................... 11 Assembly instructions ................................................................................................ 11 Connect the Micro-SD Card Adapter and write flash image ........... Error Bookmark not defined. Writing the image to the Micro-SD Card .................................................................... 12 Demos ........................................................................................................................... 14 th th 7 Floor, 111 SW 5 Avenue, Portland, Oregon 97204 T: +1.503.268.8000 F: +1.503.268.8347 www.latticesemi.com P a g e 2 Demo 1 / Face Detection (LatticeNET1 CNN) ........................................................... 14 Demo Face Tracking (LatticeNET2 CNN) ................................................................. 15 FAQ ............................................................................................................................... 16 th th 7 Floor, 111 SW 5 Avenue, Portland, Oregon 97204 T: +1.503.268.8000 F: +1.503.268.8347 www.latticesemi.com