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Yequan Zhao's Projects

arm_cortex-m3 icon arm_cortex-m3

该项目依据全国大学生集成电路创新创业大赛“ARM杯”赛题要求,在FPGA上搭建Cortex-M3软核、图像协处理器,并通过OV5640摄像头采集车牌图像,实现对车牌的识别与结果显示。项目基于Altera DE1 FPGA搭载Cortex-M3软核,依据AHB-Lite总线协议,将LCD1602、RAM、图像协处理器等外设挂载至Cortex-M3。视频采集端,设计写FiFo模块、SDRAM存储与输出、读FiFo模块、灰度处理模块、二值化、VGA显示等模块。最终将400位宽的结果数据(对应20张车牌)存储在RAM中,输出至AHB总线,由Cortex-M3调用并显示识别结果。

asebo icon asebo

Code to run the ASEBO algorithm from the paper: From Complexity to Simplicity: Adaptive ES-Active Subspaces for Blackbox Optimization... please get in touch if interested!!

awesome-model-quantization icon awesome-model-quantization

A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.

backrazor_neurips22 icon backrazor_neurips22

[Neurips 2022] “ Back Razor: Memory-Efficient Transfer Learning by Self-Sparsified Backpropogation”, Ziyu Jiang*, Xuxi Chen*, Xueqin Huang, Xianzhi Du, Denny Zhou, Zhangyang Wang

cmu-multimodalsdk icon cmu-multimodalsdk

CMU MultimodalSDK is a machine learning platform for development of advanced multimodal models as well as easily accessing and processing multimodal datasets.

cnn-fpga icon cnn-fpga

使用Verilog实现的CNN模块,可以方便的在FPGA项目中使用

cnn-numpy icon cnn-numpy

Inplement an CNN frame with Numpy, easy to learn, hard to use hhhh

darknet icon darknet

YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )

deeponet icon deeponet

Learning nonlinear operators via DeepONet

dldr icon dldr

Low Dimensional Landscape Hypothesis is True: DNNs can be Trained in Tiny Subspaces

eaot icon eaot

The open source implementation of "Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers"

ece_594_final icon ece_594_final

Multi-voxel pattern analyses methods based on ML & DL to decode the category of visual stimuli viewed by a human subject based on their recorded brain activity in fMRI form

fpga icon fpga

帮助大家进行FPGA的入门,分享FPGA相关的优秀文章,优秀项目

fpga_threelevelstorage icon fpga_threelevelstorage

【原创,已被编入官方教材】Three-level storage subsystem(SD+DDR2 SDRAM+Cache), based on Nexys4 FPGA board. 同济大学计算机系统结构课程设计,FPGA三级存储子系统。

fwdgrad icon fwdgrad

Implementation of "Gradients without backpropagation" paper (https://arxiv.org/abs/2202.08587) using functorch

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