Discover leimao/DockerFiles Open Source project by Lei Mao (@leimao)

Save, Load Frozen Graph and Run Inference From Frozen Graph in TensorFlow 1.x and 2.x

524

Frozen-Graph-TensorFlow

ONNX Runtime Inference C++ Example

299

ONNX-Runtime-Inference

Google DeepLab V3 for Image Semantic Segmentation

215

DeepLab-V3

Robot Localization in Maze Using Particle Filter

146

Particle-Filter

PyTorch Quantization Aware Training Example

123

PyTorch-Quantization-Aware-Training

Snake Game in Console Implemented Using C++

119

Console-Snake

CUDA Matrix Multiplication Optimization

114

CUDA-GEMM-Optimization

Cuda

110

Two-Layer-Hierarchical-Softmax-PyTorch

Two-Layer Hierarchical Softmax Implementation for PyTorch

Singing-Voice Separation From Monaural Recordings Using Deep Recurrent Neural Networks

Singing-Voice-Separation-RNN

Rotated Rectangle Crop Function for OpenCV

Rotated-Rectangle-Crop-OpenCV

PyTorch-Pruning-Example

PyTorch Pruning Example

gRPC Beginner's C++ Examples with CMake

gRPC-Examples

Sampled Softmax Implementation for PyTorch

Sampled-Softmax-PyTorch

PyTorch Static Quantization Example

PyTorch-Static-Quantization

ResNet Implementation, Training, and Inference Using LibTorch C++ API

LibTorch-ResNet-CIFAR

Docker-WeChat

Run WeChat Using Docker

Google Protocol Buffer 3.0 Beginner's C++ and Python Examples with CMake

Protocol-Buffer-Examples

Debug C/C++ Programs In Docker

CPP-Debug-Docker

Wine Docker Image to Run Windows Applications

Wine-Docker-Image

Quick and Self-Contained TensorRT Custom Plugin Implementation and Integration

TensorRT-Custom-Plugin-Example

Inference Server Implementation from Scratch for Machine Learning Models

Simple-Inference-Server

Siamese Network on MNIST Dataset

Siamese_Network_MNIST

Docker for Boost C++ Library

Boost-Docker

Nsight-Systems-Docker-Image

Nsight Systems in Docker

Using Sphinx to Document C++ Libraries

Sphinx-CPP-TriangleLib

ONNX-Python-Examples

ONNX Python Examples

PPM Image I/O Library for C/C++

PPMIO

GitHub Self-Updating Repository Using GitHub Scheduled Actions

What-Is-The-Date-Today

OpenAI_Gym_AI

These are my learning algorithm solutions to OpenAI Gym environments.

TensorRT Acceleration for PyTorch Native Eager Mode Quantization Models

PyTorch-Eager-Mode-Quantization-TensorRT-Acceleration

Nsight-Compute-Docker-Image

Nsight Compute in Docker

These are my solutions to all six assignments of tensorflow tutorial in Udacity, covering CNN, RNN, Regularization (L2 and dropout), Embeddings (word2vec) and Seq2Seq LSTM (bigrams prediction and sequence mirror)

Tensorflow_Assignment_Solutions

Using Doxygen to Document C++ Libraries

Doxygen-CPP-TriangleLib

Image Converter Using CycleGAN and Non-Parallel Data

Image-Converter-CycleGAN

PyTorch Dynamic Quantization Example

PyTorch-Dynamic-Quantization

Ramachandran

Ramachandran Plot Tool

A Collection of C++ Basic and Advanced Usages

CPP-Treasure-Bay

Efficient Dataset Loading Using TensorFlow Dataset API

TensorFlow_Dataset_API_Demo

Flappy Bird Artificial Intelligence

Flappy_Bird_AI

Audio Player in Console Implemented Using C/C++

Console-Player

TensorRT-Docker-Image

TensorRT in Docker

Download Pixabay Images Using Python AsyncIO

Pixabay-AsyncIO-Download

PyTorch Automatic Mixed Precision Training Example

PyTorch-Automatic-Mixed-Precision-Training

Automatic Red Eye Removal From Photos Using C++ and OpenCV

Dota2-Profile-Pictures

Dota2名主播头像，部分稀有，扎实。

Shell

Auto-Red-Eye-Remover

Modified 64.0 Game Implemented Using Jack Language and Run in Nand2Tetris VM Emulator

Drunken-Sniper

HTML

Convolutional_Neural_Network_CIFAR10

Object-Oriented Convolutional Neural Network for CIFAR10 Dataset

Using Sphinx to Document Python Libraries

Sphinx-Python-TriangleLib

Intelligent_Mouse

Maze Explorer and Solver

Deploy Docker Applications on Heroku

CMake-Examples

CMake Examples for Noobs

CMake

Heroku-Docker-Example

ABI-Breaking-Change-Demo

ABI Breaking Change Demo

Image Resizer Web App Coded in Python

Image_Resizer

This is a script that transforms png-formatted images to gif-formatted animated image.

leimao

PNGs_to_GIF

Playing Chess Using SCID-VS-PC in Docker Container

Docker-Chess

Using Abstract Class Declarations for Hiding Private Methods and Members

CPP-Public-Header-Abstract-Class-Declarations-Example

Efficient Implementation of Decision Tree from Scratch in Python

Decision_Tree_Python

Useful Directory Tree Printer

Directory-Tree-Printer

Hosting Images for Lei Mao's Log Book

Blog-Images

JavaScript

MPCS_Programming_Placement_Exam

These are my solutions to the programming placement exam of the MPCS program at The University of Chicago.

HTML

Di-Tech_Algorithm_Challenge_2016

Didi Taxi is a mobile platform taxi-calling application in China. It has acquired Uber's China operations in 2016 with the capital from Apple. It hosted an machine learning algorithm contest in 2016 in order to solve the demand-supply problem of Didi taxi. I took part in the contest in 2016 when I was still studying at Duke University. This is my solution to the problem. My teammates also includes Guotu Li from Duke University and Jianhai Zhang from Dalian University of Technology.

Assignment Solutions for UD282 Java Programming Basics at Udacity

UD282_Java_Programming_Basics

Java

PyTorch-Automatic-Differentiation

PyTorch Automatic Differentiation Forward Mode and Reverse Mode Using autograd and functorch

WikiMidas

Wikipedia Data Crawler

2018 Fundamentals of Deep Learning (TTIC 31230) Course Project - Language Modeling

TTIC_Deep_Learning_2018_Pareto_Competition

Environment Configuration Bash Scripts for New Operating Systems

Thinkpad_Manuals

Thinkpad Manuals

Automated_Environment_Configurations

Shell

Audience_SQL_Database

Audience SQL Database is a SQLite3 database designed for the management of the information of the VIP audience of China Dalian TV.

Library of Deep Learning Papers

Deep_Learning_Papers

Image_Blurring_CUDA

RGB Image Blurring Using CUDA and CMake

Cuda

Stanford_CS229_Machine_Learning

Stanford CS229 Machine Learning Course Materials @ http://cs229.stanford.edu/materials.html

MATLAB

Logistic_Regression_Python

Efficient Implementation of Logistic Regression from Scratch in Python

This is an unsupervised learning project to cluster and retrieve documents of similar topics. This is also my solution to the Document Clustering and Retrieval project in Machine Learning Specialization Courses at Coursera.

Document_Clustering_and_Retrieval

Semantic Segmentation Using CARLA Synthetic Dataset

Semantic-Segmentation-CARLA

These are the solutions to the assignments in Coursera Data Structures and Algorithms Specialization.

Data_Structures_and_Algorithms

MoeGirlMidas is a spidering program to crawl fictional characters' data from MoeGirl (https://zh.moegirl.org/Mainpage).

MoeGirlMidas

This is a R and Python script to analyze the associations between different microbiome taxonomies using SPIEC-EASI.

SPIEC_EASI_Analysis

PyTorch Variational Autoencoder Example

PyTorch-Variational-Autoencoder

Transform the worksheets in Excel xlsl file to multiple csv files.

XLSX_to_CSVs