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.
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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
Working 8x8 systolic array hardware implemented in Xilinx Vivado, operated and controlled in software using Xilinx Vitis
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)
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
This project automates process of creating a PYNQ Z1/Z2 Overlay in Vivado, generates a custom Juypter Notebook template and uploads to a target PYNQ FPGA.
Hardware Accelerator for ML
A fast and efficient implementation of a SHA256 cracker
Repository that contains some neural network inferences on PYNQ-Z2 board employing hls4ml
MSc Final Project
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