yxy566

PRML

PRML algorithms implemented in Python

models

A collection of pre-trained, state-of-the-art models in the ONNX format

openvino

OpenVINO™ is an open-source toolkit for optimizing and deploying AI inference

HEBO

Bayesian optimisation & Reinforcement Learning library developped by Huawei Noah's Ark Lab

prml

Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop

PipeCNN

An OpenCL-based FPGA Accelerator for Convolutional Neural Networks

PRML-Solution-Manual

My Own Solution Manual of PRML

yolov2_xilinx_fpga

A demo for accelerating YOLOv2 in xilinx's fpga pynq/zedboard

deeponet

Learning nonlinear operators via DeepONet

nngen

NNgen: A Fully-Customizable Hardware Synthesis Compiler for Deep Neural Network

Keras-Semantic-Segmentation

Keras-Semantic-Segmentation

yoloNCS

YOLO object detector for Movidius Neural Compute Stick (NCS)

fpga_accelerator_yolov3tiny

finn-hlslib

Vitis HLS Library for FINN

clacc

Deep Learning Accelerator (Convolution Neural Networks)

cnn_hardware_acclerator_for_fpga

This is a fully parameterized verilog implementation of computation kernels for accleration of the Inference of Convolutional Neural Networks on FPGAs

opencl-hls-cnn-accelerator

OpenCL HLS based CNN Accelerator on Intel DE10 Nano FPGA.

caffe-yolo

YOLO (Real-Time Object Detection) in caffe

FPGA-DCNN-Accelerator

基于HLS的高效深度卷积神经网络FPGA实现方法

yolov5-fpga-hardware-acceleration

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

public

KWS-SoC

This is an SoC design dedicated to Keyword Spotting (KWS) based on a neural-network accelerator and the wujian100 platform.

caffe-yolo-model

YOLO (Real-Time Object Detection) in caffe

Kryon

代码在这个库里 Code is here

amd-open-hardware-23

This repository provides an FPGA-based solution for executing object detection, focusing specifically on the popular YOLOv5 model architecture.

fpgaconvnet-tutorial

A collection of tutorials for the fpgaConvNet framework.

E203_CNN_Genesys2

Final Project of Software_Hardware_Co-Design_24Spring. FPGA-based RISC-V+ Convolutional Acceleration Unit.

ck-mvnc

Collective Knowledge Workflows for Movidius Neural Compute Stick as a part of AI unification:

VisionGuard

VisionGuard : Autonomous Walking Aid for Blind (Regeneron ISEF 2023 - 4th place in Embedded Systems)

zcu104_accdnn