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.
☆123Mar 14, 2025Updated last year
Alternatives and similar repositories for YOLO-on-PYNQ-Z2
Users that are interested in YOLO-on-PYNQ-Z2 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implement Tiny YOLO v3 on ZYNQ☆327Apr 14, 2025Updated last year
- A demo for accelerating YOLOv2 in xilinx's fpga pynq/zedboard☆932Jul 29, 2024Updated 2 years ago
- Pynq computer vision examples with an OV5640 camera☆63Mar 30, 2020Updated 6 years ago
- ☆57Apr 19, 2023Updated 3 years ago
- Low Precision(quantized) Yolov5☆48Mar 24, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆114Nov 30, 2023Updated 2 years ago
- ☆22Apr 4, 2024Updated 2 years ago
- This repository provides an FPGA-based solution for executing object detection, focusing specifically on the popular YOLOv5 model archite…☆57Jan 12, 2026Updated 9 months ago
- 可运行☆40Jul 1, 2022Updated 4 years ago
- An AIoT project based on PYNQ-Z2 FPGA Evaluation board. Reading image from usb camera and running yolov3-tiny detection with DPU and usin…☆11May 12, 2022Updated 4 years ago
- 网络训练、图像预处理以及部分hend功能是基于pc端实现的，只有主干网络部署在fpga上，片上资源无法支持整个网络所需资源，建议添加外部存储及DDR☆152Jul 20, 2023Updated 3 years ago
- [ICTA'21] First Prize Winner of the 2021 DIGILENT Cup, China College Integrated Circuit Competition☆297Apr 1, 2024Updated 2 years ago
- This TRD is implement DPU v1.4.0 on PYNQ-Z2 board☆52Jul 1, 2020Updated 6 years ago
- This repository provides an FPGA-based solution for executing object detection, focusing specifically on the popular YOLOv5 model archite…☆36Sep 4, 2023Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- IMAGE PROCESSING ON XILINX PYNQ Z2 (CANNY, SOBEL)☆28Jan 17, 2022Updated 4 years ago
- Built a convolutional neural network on the PYNQ-Z2 platform and accelerated traffic sign recognition using FPGA.☆30Jul 11, 2025Updated last year
- First lesson for you to use DNNDK, also it can be helpful for your AI learning☆79Nov 6, 2023Updated 3 years ago
- AMD Xilinx University Program Embedded tutorial☆55Feb 18, 2023Updated 3 years ago
- This project is to implement YOLO v3 on Xilinx FPGA with DPU☆66Dec 18, 2019Updated 6 years ago
- Systolic array based simple TPU for CNN on PYNQ-Z2☆53Jun 24, 2022Updated 4 years ago
- ☆15Aug 14, 2023Updated 3 years ago
- Implementing a LeNet-5 network to achieve hand-written digital's recognition with pure verilog.☆11Dec 9, 2024Updated last year
- Low-Precision YOLO on PYNQ with FINN☆40Nov 26, 2023Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Deep Neural Network inference using Xilinx Zynq-7000 chip.☆29Jun 26, 2020Updated 6 years ago
- This is the entry project of the Xilinx Adaptive Computing Challenge 2021. It uses YOLOv3 for ship target detection in optical remote sen…☆19May 1, 2022Updated 4 years ago
- AMD Xilinx University Program Vivado tutorial☆59Feb 13, 2023Updated 3 years ago
- Porting FreeRTOS to a RISC-V based system on PYNQ-Z2☆13Dec 26, 2024Updated last year
- training SNN with Resume algorithm☆10Nov 15, 2019Updated 6 years ago
- The goal of this design is to use the PYNQ-Z2 development board to design a general convolution neural network accelerator. And through r…☆12Sep 30, 2020Updated 6 years ago
- Designing CNN accelerator using a Xilinx FPGA board and comparing performance with CPU.☆21Feb 28, 2021Updated 5 years ago
- 2020 xilinx summer school☆20Aug 13, 2020Updated 6 years ago
- PYNQ-Torch: a framework to develop PyTorch accelerators on the PYNQ platform☆78Jul 2, 2020Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- implement convolution neural network on FPGA based on VHDL design☆29Oct 8, 2021Updated 5 years ago
- Live demo of hls4ml on embedded platforms such as the Pynq-Z2☆13Aug 23, 2024Updated 2 years ago
- Resource Utilization and Latency Estimation for ML on FPGA.☆20Apr 11, 2026Updated 6 months ago
- Knowledge Graph of FPGA☆14Aug 21, 2021Updated 5 years ago
- ☆252Oct 13, 2020Updated 6 years ago
- PYNQ-ZU, AUP UltraScale+ MPSoC academic board☆31Oct 6, 2025Updated last year
- Accelerate multihead attention transformer model using HLS for FPGA☆13Dec 7, 2023Updated 2 years ago