Implementation of CNN on ZYNQ FPGA to classify handwritten numbers using MNIST database
☆614Feb 19, 2021Updated 5 years ago
Alternatives and similar repositories for CNN-FPGA
Users that are interested in CNN-FPGA are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 基于FPGA的数字识别-实时视频处理的定点卷积神经网络实现☆375May 2, 2023Updated 3 years ago
- 使用Verilog实现的CNN模块,可以方便的在FPGA项目中使用☆595Jun 18, 2018Updated 8 years ago
- FPGA☆159Jun 29, 2024Updated 2 years ago
- FPGA project☆251Apr 5, 2022Updated 4 years ago
- 【入门项目】基于PYNQ-Z2实现手写数字识别卷积神经网络硬件加速器☆202Apr 10, 2023Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Project is about designing a Trained Neural Network on FPGA to classify an Image Input using CNN.☆169Dec 13, 2020Updated 5 years ago
- This is a fully parameterized verilog implementation of computation kernels for accleration of the Inference of Convolutional Neural Netw…☆199Mar 20, 2024Updated 2 years ago
- Convolutional accelerator kernel, target ASIC & FPGA☆267Apr 10, 2023Updated 3 years ago
- CNN acceleration on virtex-7 FPGA with verilog HDL☆488Feb 27, 2018Updated 8 years ago
- A hardware implementation of CNN, written by Verilog and synthesized on FPGA☆262Dec 29, 2018Updated 7 years ago
- 2023集创赛国二。基于脉动阵列写的一个简单的卷积层加速器,支持yolov3-tiny的第一层卷积层计算,可根据FPGA端DSP资源灵活调整脉动阵列的结构以实现不同的计算效率。☆248Oct 16, 2025Updated last year
- 一个开源的FPGA神经网络加速器。☆207Sep 4, 2023Updated 3 years ago
- A demo for accelerating YOLOv2 in xilinx's fpga pynq/zedboard☆932Jul 29, 2024Updated 2 years ago
- This project accelerates CNN computation with the help of FPGA, for more than 50x speed-up compared with CPU.☆798Dec 10, 2019Updated 6 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Convolutional Neural Network RTL-level Design☆89Oct 22, 2021Updated 5 years ago
- [ICTA'21] First Prize Winner of the 2021 DIGILENT Cup, China College Integrated Circuit Competition☆297Apr 1, 2024Updated 2 years ago
- to illustrate how to removal a Neural Network from pc to FPGA board ,it contain all the code include c code worked in pc,HLS prj acceler…☆87May 30, 2021Updated 5 years ago
- ES-203 Computer Organization & Architecture CNN on FPGA board☆18Feb 23, 2022Updated 4 years ago
- ☆321Mar 3, 2024Updated 2 years ago
- CNN-Accelerator based on FPGA developed by verilog HDL.☆48Apr 10, 2020Updated 6 years ago
- 基于FPGA的二维卷积识别任务☆26Apr 29, 2023Updated 3 years ago
- This repository hosts the code for an FPGA based accelerator for convolutional neural networks☆198Jun 20, 2024Updated 2 years ago
- Implement Tiny YOLO v3 on ZYNQ☆327Apr 14, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- You can run it on pynq z1. The repository contains the relevant Verilog code, Vivado configuration and C code for sdk testing. The size o…☆275Mar 24, 2024Updated 2 years ago
- Implementation of CNN using Verilog☆249Oct 13, 2017Updated 9 years ago
- Hardware accelerator for convolutional neural networks☆80Aug 9, 2022Updated 4 years ago
- Deep Learning Accelerator (Convolution Neural Networks)☆202Dec 15, 2017Updated 8 years ago
- Senior Design Project at UW-Madison ECE☆17May 4, 2023Updated 3 years ago
- CNN hardware accelerator to accelerate quantized LeNet-5 model☆47Sep 26, 2023Updated 3 years ago
- some interesting demos for starters☆104Jul 25, 2026Updated 3 months ago
- Generator of verilog description for FPGA MobileNet implementation☆191Jun 23, 2022Updated 4 years ago
- NVDLA (An Opensource DL Accelerator Framework) implementation on FPGA.☆395Sep 21, 2026Updated last month
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- 帮助大家进行FPGA的入门,分享FPGA相关的优秀文章,优秀项目☆5,843May 15, 2022Updated 4 years ago
- MNIST using tensorflow, c++ and fpga (zynq7010)☆24Mar 16, 2023Updated 3 years ago
- General CNN_Accelerator design.卷积神经网络加速器设计。在PYNQ-Z2、ZCU102 FPGA开发板上实现了卷积池化全连接层等硬件加速计算。☆103May 14, 2026Updated 5 months ago
- An OpenCL-based FPGA Accelerator for Convolutional Neural Networks☆1,396Feb 14, 2022Updated 4 years ago
- it is a set for all the respository of the project.☆100Jul 23, 2019Updated 7 years ago
- 在FPGA上面实现一个NPU计算单元。能够执行矩阵运算(ADD/ADDi/ADDs/MULT/MULTi/DOT等)、图像处理运算(CONV/POOL等)、非线性映射(RELU/TANH/SIGM等)。☆338Aug 16, 2018Updated 8 years ago
- IC implementation of Systolic Array for TPU☆382Oct 21, 2024Updated 2 years ago