Yihui He 何宜晖

Carnegie Mellon University
United States

channel-pruning Python 843

Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)

KL-Loss Python 471

Bounding Box Regression with Uncertainty for Accurate Object Detection (CVPR'19)

softer-NMS * Python 345

Softer-NMS: Rethinking Bounding Box Regression for Accurate Object Detection (CVPR'19)

u-net Python 331

U-Net: Convolutional Networks for Biomedical Image Segmentation

TOEFL-10000-0 228


GAN-MNIST Python 181

Generative Adversarial Network for MNIST with tensorflow

computer-vision-tutorial 155

computer vision tutorial guide courses books codes slides resources

resnet-cifar10-caffe Python 136

ResNet-20/32/44/56/110 on CIFAR-10 with Caffe

Modern-Compiler-Implementation-in-C C 133

book and codes for Modern Compiler Implementation in C

panorama Matlab 98

Image alignment and stitching with MATLAB

resnet-imagenet-caffe Shell 87

train resnet on imagenet from scratch with caffe

resume-template TeX 72

awesome resume, CV, cover letter templates!

3D-reconstruction Matlab 60

two view structure from motion

Estimated-Depth-Map-Helps-Image-Classification HTML 42

Depth estimation with neural network, and learning on RGBD images

Xception-caffe 39

Xception implemented with caffe

named-entity-recognition Python 20

name entity recognition with recurrent neural network(RNN) in tensorflow

mini-ImageNet Python 18

Generate mini-ImageNet with ImageNet for fewshot learning

TOEFL-10000-5 18

Natural-Language-Process HTML 17

Solutions for CS224d: Deep Learning for Natural Language Processing

An-Analysis-of-Single-Layer-Networks-in-Unsupervised-Feature-Learning Jupyter Notebook 16

Implementation for: An Analysis of Single-Layer Networks in Unsupervised Feature Learning

Exemplar-CNN Matlab 15

Discriminative Unsupervised Feature Learning with Convolutional Neural Networks

Continuous-Energy-Minimization-for-Multitarget-Tracking Matlab 15

Continuous Energy Minimization for Multitarget Tracking

caffe-pro C++ 14

caffe pro

py-faster-rcnn * Python 14

Faster R-CNN that supports channel pruning, etc.

recursive-neural-network Python 13

Recursive Neural Network for named entity recognition(NER), from scratch with tensorflow

caffe-dice-loss-layer Python 11

caffe dice loss python/c++ layer

Objects-Detection-with-YOLO-on-Artwork-Dataset Python 11

Objects Detection with YOLO on Artwork Dataset ( you only look once system)

Awesome-model-compression-and-acceleration * 9

c0-compiler Yacc 9

c0 compiler with lex and yacc in C

reconstructing-pascal-voc Mercury 7

Implementation of paper: Reconstructing PASCAL VOC

Parsing-Natural-Scenes-and-Natural-Language-with-Recursive-Neural-Networks Matlab 7

Parsing Natural Scenes and Natural Language with Recursive Neural Networks

ResNet-tensorflow Jupyter Notebook 6

ResNet in tensorflow for CIFAR-100, CIFAR-10

lip-tracking-with-snake-active-contour-and-particle-filter Matlab 6

object tracking from scratch

TOEFL-10000-2 6

yihui-he.github.io HTML 6

my personal website

TSP Python 6

evaluation of various algorithms for traveling salesman problem

medical-image-segmentation Python 6

medical image segmentation

deep-learning-guide TeX 5

deep learning resources: slides,books,papers,blogs

Badminton-Robot C 4

Badminton Robot for Robocon 2015

TOEFL-10000-3 4

awesome-cheat-sheet TeX 4

awesome cheat sheet templete in latex

medical-image-segmentation-a-survey 4

medical image segmentation: a survey

region-proposal-network Python 4

region proposal network

awesome-architecture-search * 3

A curated list of awesome architecture search resources

install-cuda9-cudnn7-nccl Shell 3

on Ubuntu 16.04

deep-learning-for-NLP 3

deep learning course for natural language processing

TOEFL-10000-4 3

TOEFL-10000-1 3

database-experiment 3

computer-organization-project VHDL 2

computer organization course

introduction-to-java Java 2

my implementations for XJTU java course

install-nccl Cuda 2

Vehicle-Traffic-Driven-Camera-Placement Jupyter Notebook 2

Vehicle Traffic Driven Camera Placement for Better Metropolis Security Surveillance

vgg-training-Imagenet * 2

awesome-model-compression-and-acceleration-1 * 2

a list of awesome papers on deep model ompression and acceleration

Alibaba-supplier-info-Scrapper TeX 2

grab alibaba suppliers infomations

cocoapi * Jupyter Notebook 2

COCO API - Dataset @ http://cocodataset.org/

mahalanobis-distance Python 2

mahalanobis distance from scratch

gpustat * Python 2

monitor multi GPUs available memory status

SVM Jupyter Notebook 2

SVM for digits recognition

Edge-detection-with-zero-crossing Matlab 2

edge Detection from scratch

compilers-paper TeX 2

YOLO_tensorflow * Python 2

tensorflow implementation of 'YOLO : Real-Time Object Detection'

pstat-report 1

Statistics course experiment report

my-Notes 1

Miscellaneous, remain here for historical reason

imiss C++ 1

break apk with scala, imiss entrance exam

thermometer C 1

measure temperature with MSP430

LCD-display C 1

display on LCD with MSP430

Csharp-course 1

my learning resources for Csharp course

winio C++ 1

winio measure and control hello world


light LED with AVR

beep-music-avr Makefile 1

play music with beep on avr

digitron-counter-with-AVR Makefile 1

implement a counter and display on digitron with AVR

interupt-AVR Makefile 1

implement interupt on AVR

motor-control-winio C++ 1

motor control with winio

bus-control-winio C++ 1

bus control winio

8-bits-shifter VHDL 1

8 bits shifter with vhdl

clock-AVR Makefile 1

implement a digital clock with timer on AVR

elevator-control C++ 1

elevator control with winio

operating-system 1

external-interrupt-avr Makefile 1

os C++ 1

computer-interface Assembly 1


print on LCD display with AVR

office-2013 1

books 1

PASCAL_VC * Jupyter Notebook 1

caffe-fast-rcnn-1 * C++ 1

Caffe fork that supports Fast R-CNN

caffe-1 * C++ 1

Caffe: a fast open framework for deep learning.

images 1

pytorch * C++ 1

Tensors and Dynamic neural networks in Python with strong GPU acceleration

fair_self_supervision_benchmark * Python 1

Scaling and Benchmarking Self-Supervised Visual Representation Learning

MobileNet-Caffe * 1

Caffe Implementation of Google's MobileNets

vgg-cifar10-caffe 1

cv-yihui TeX 1

my CV template

TSP-report TeX 1

caffe2-tutorials * Python 1

Caffe2 Tutorials

TSP-paper TeX 1

paper for TSP project

Naive-Bayes Python 1

Spam emails detection with Naive Bayes

CIFAR-10-Python 1

org 1


least-square-regressor Python 1

linear regression with least square from scratch

AI-CS_188 Python 1

signal-detector C 1

detect input signal and estimate its frequency with MSP430

ID3 Python 1

ID3 algorithm

kNN-for-digits-recognition Python 1

k nearest neighbors for hand written digits recognition

Logistic-Regression Jupyter Notebook 1

Logistic Regression Alogorithm

neural-network-regression Python 1

fit a sine function with 2 layers neural network

os-report TeX 1

billiards Java 1

billiards Game for Java final project

filterwise-conv 1

deep-learning-for-lambda-calculus 1

291K final project

MNC-for-ultrasound-segmentation Python 1

MNC for ultrasound segmentation

MNC * Python 1

Instance-aware Semantic Segmentation via Multi-task Network Cascades

caffe-fast-rcnn C++ 1

my caffe-fast-rcnn


MNIST data

context-cifar Python 1

context CIFAR

cudnn4-install C 1

cudnn4 auto install

ssh-connect-your-computer Shell 1

use ssh to connect your computer under the same network

mac-tools-list 1

a curated list of mac tools

caffe-wrapper Python 1

high level caffe wrapper of net builder, trainer, and visualizer

Ultrasound-Nerve-Segmentation Python 1

Rotary-encoder-System C 1

Rotary encoder System for Robot

Decision-tree Python 1

decision tree, ranking tree from scratch, based on ID3

DNS_multi_query Python 1


DNS_query_Cpp C++ 1

H36M-Toolbox * Python 0

nvcaffe C++ 0

Artificial-Intelligence-course 0

AI course

bjCamera * JavaScript 0

Beijing Traffic Camera Map For Non Beijing license plate Car

Data-Structure-and-Algorithm 0

Data Structure and Algorithm course

compilers 0

lexical-analysis C 0

lexical analysis for tiger in c++

dilation * Python 0

Dilated Convolution for Semantic Image Segmentation

Ultrasound-Nerve-Segmentation-train_mask 0

Ultrasound Nerve Segmentation train_mask

Ultrasound-Nerve-Segmentation-test 0

Ultrasound Nerve Segmentation test data

Ultrasound-Nerve-Segmentation-train_data 0

Ultrasound Nerve Segmentation data

machine-learning-tutorial TeX 0

machine learning tutorial books slides codes rescources

segmentation 0

semantic segmentation paper reading

bagging Python 0

model ensemble using bags of basic linear classifier, from scratch

basic-linear-classifier Jupyter Notebook 0

basic linear classifier from scratch

knn Python 0

k nearest neighborhood from scratch

kernel-perceptron Python 0

dual perceptron from scratch

location-estimation-using-solar-shallow Jupyter Notebook 0

Position estimation using solar shallow

medical-fraud-detection Jupyter Notebook 0

medical fraud detection

BinaryConnect * Python 0

编程语言 排名 好于 星星数
Matlab 10 99.84% 203
TeX 49 99.51% 89
Python 94 99.89% 2431
Shell 254 99.30% 91
C 368 99.30% 144
更新于2019-11-01 19:23:58