Zybo-Z7 Vivado project for YOLOv3-tiny using Intuitus hardware accelerator

Vivado 2017.4 project for YOLOv3-tiny application running on a Zybo-Z7-20 board. For CNN computation the Intuitus hardware accelerator IP is used. This project is a modification of the basic linux implementation for Zybo-Z7 by Digilent: https://github.com/Digilent/Zybo-Z7-20-base-linux.git

Create project

Vivado 2017.4 Tcl Shell:

cd project
vivado -mode batch -source create_project.tcl -tclargs --intuitus_ip_dir path_to_intuitus_ip --digilent_ip_dir path_to_digilent_ips

Required IPs:

Repo	purpose	note
digilent-repo	HDMI out	https://github.com/Digilent/vivado-library.git
MIPI CSI-2 RX Subsystem	CAM in	available from xilinx (requires purchased license)
Intuitus	CNN	encrypted trial version comming soon (contact author)

Features:

• MIPI CSI-2 Camera input
• HDMI display output
• CNN hardware accelerator

Utilization

Resource	Utilization	Available	Utilizaiton %
LUT	40296	53200	75.74
LUTRAM	2150	17400	12.35
FF	61153	106400	57.47
BRAM	136	140	97.14
DSP	194	220	88.18
IO	29	125	23.19
BUFG	8	32	25.0
MMCM	2	4	50.0
PLL	1	4	25.0