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3x3_matrix_systolic_array_multiplier

3×3脉动阵列乘法器

a-pytorch-tutorial-to-object-detection

SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection

accdnn

A compiler from AI model to RTL (Verilog) accelerator in FPGA hardware with auto design space exploration.

accelerating-cnn-with-fpga

This project accelerates CNN computation with the help of FPGA, for more than 50x speed-up compared with CPU.

aqed-dac2020-results

Source files to reproduce the results shown for A-QED at DAC 2020

axi_alu

simple axi based alu

brevitas

Brevitas: quantization-aware training in Pytorch

chaidnn

HLS based Deep Neural Network Accelerator Library for Xilinx Ultrascale+ MPSoCs

cnn-using-hls

Convolutional Neural Network Using High Level Synthesis

cnn_hw_accelerator

FPGA accelerator and port of the emotion recognition CNN running in C on Xilinx ZYNQ

computervision-projects

Some simple computer vision implementations using OpenCV

convolution_network_on_fpga

CNN acceleration on virtex-7 FPGA with verilog HDL

cornernet-lite-for-dac2019-yang

dac2018-tgiif

The 1st place winner's source codes for DAC 2018 System Design Contest, FPGA Track

darknet

Convolutional Neural Networks

designcnnaccelerators

Lab code for three-day lecture, "Designing CNN Accelerators using Bluespec System Verilog", given at SNU in December 2017

diracdeltanet

PyTorch implementation of DiracDeltaNet from paper Synetgy: Algorithm-hardware Co-design for ConvNet Accelerators on Embedded FPGAs

display_controller

FPGA display controller with support for VGA, DVI, and HDMI.

dma_ip_drivers

Xilinx QDMA IP Drivers

dspfilters

A collection of demonstration digital filters

embedded-neural-network

collection of works aiming at reducing model sizes or the ASIC/FPGA accelerator for machine learning

face-alignment

:fire: 2D and 3D Face alignment library build using pytorch

filtering-mcu-fpga

Simple image filtering and segmentation on MCU and FPGA

fpga

This repository includes some FPGA projects like VGA control, image processing. So far, fpga can drive a VGA monitor and display an image on a VGA monitor.

fpga-motion-detector

Motion detection in both software and in hardware-accelerated OpenCV

fpga-object-detection

Vivado HLS code for object detection using MOG, opening and closing operations and BLOB detection

fpga-otsu

Verilog Implementation of Otsu's algorithm

fpga-zynqnet

FPGA-based ZynqNet CNN accelerator developed by Vivado_HLS

hardware-acceleration-circuit-design-of-object-detection-network-based-on-fpga

2020 xilinx summer school

hardware-cnn

A convolutional neural network implemented in hardware (verilog)