This repository contains all the necessary material to implement a YOLOv3 object detection algorithm on the PYNQ-Z2 FPGA. There is a step-by-step tutorial associated so everyone can do it.

Low Precision(quantized) Yolov5

Low-Precision YOLO on PYNQ with FINN

Simple examples for FPGA design using Vivado HLS for high level synthesis and Vivado for bitstream generation.

MNIST accelerator using binary qunatization on Xilinx pynq-z2

SEM (Soft Error Mitigation) IP adapted for PYNQ-Z2

FPGA Implementation of Image Processing for MNIST Dataset Based on Convolutional Neural Network Algorithm (CNN)

RTL and python for using the ADAU1761 audio codec on the Pynq-Z2 board from TUL

An automated HDC platform

A Verilog implementation of a hand-written digit recognition Neural Network

tensorflor 2.1 wheel for pynq z2 ( zynq 7000 xilinx SoC ), cross compiled with different compiler's flags using the script provided by tensorflow for building it for rasberry

Working 8x8 systolic array hardware implemented in Xilinx Vivado, operated and controlled in software using Xilinx Vitis

Some of my projects/mistakes on various FPGA boards

Hardware Accelerator for ML

Complete collection of general resource of Pynq Z2

MSc Final Project

Repository that contains some neural network inferences on PYNQ-Z2 board employing hls4ml

A fast and efficient implementation of a SHA256 cracker