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Peilin Chen's Projects

dnn_neurosim_v1.3 icon dnn_neurosim_v1.3

Benchmark framework of compute-in-memory based accelerators for deep neural network (inference engine focused)

dnn_neurosim_v2.1 icon dnn_neurosim_v2.1

Benchmark framework of compute-in-memory based accelerators for deep neural network (on-chip training chip focused)

dpt icon dpt

Dense Prediction Transformers

drampower icon drampower

Fast and accurate DRAM power and energy estimation tool

dramsim2 icon dramsim2

DRAMSim2: A cycle accurate DRAM simulator

dramsim3 icon dramsim3

DRAMsim3: a Cycle-accurate, Thermal-Capable DRAM Simulator

eva-cim icon eva-cim

Code of "Eva-CiM: A System-Level Performance and Energy Evaluation Framework for Computing-in-Memory Architectures", TCAD 2020

eyerissf icon eyerissf

An Eyeriss Chip (researched by MIT, a CNN accelerator) simulator and New DNN framework "Hive"

facemaskdetection icon facemaskdetection

开源人脸口罩检测模型和数据 Detect faces and determine whether people are wearing mask.

facerecognize icon facerecognize

pytorch实现实时人脸识别,使用opencv+facenet+mtcnn+knn

fast-depth icon fast-depth

ICRA 2019 "FastDepth: Fast Monocular Depth Estimation on Embedded Systems"

fengbintu.github.io icon fengbintu.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

fork-slim icon fork-slim

fork tensorflow slim, training with my data and fine-tuning

fpgaandcnn icon fpgaandcnn

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

gf180mcu-pdk icon gf180mcu-pdk

PDK for GlobalFoundries' 180nm MCU bulk process technology (GF180MCU).

heartdiseasepredictor icon heartdiseasepredictor

A deep learning model that predicts if someone has Heart Disease using factors such as age, blood pressure, heart rate, etc.

hls_for_cnn_mnist icon hls_for_cnn_mnist

【入门项目】这个仓库是用hls来实现手写数字识别CNN硬件(xilinx fpga)加速的代码

img_defog icon img_defog

一种基于FPGA平台的实时视频去雾系统项目代码,其中bit流文件可以直接下载到PYNQ-Z2开发板上,通过usb和hdmi设备输入有雾视频,将去雾后的视频输出到显示屏上。c++源代码部分是我们的去雾IP核的源代码。

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