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Benny Lu's Projects

aiohttp icon aiohttp

Asynchronous HTTP client/server framework for asyncio and Python

apc-vision-toolbox icon apc-vision-toolbox

MIT-Princeton Vision Toolbox for the Amazon Picking Challenge 2016 - RGB-D ConvNet-based object segmentation and 6D object pose estimation.

arc-robot-vision icon arc-robot-vision

MIT-Princeton Vision Toolbox for Robotic Pick-and-Place at the Amazon Robotics Challenge 2017 - Robotic Grasping and One-shot Recognition of Novel Objects with Deep Learning.

baselines icon baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

bullet3 icon bullet3

Bullet Physics SDK: real-time collision detection and multi-physics simulation for VR, games, visual effects, robotics, machine learning etc.

clientserverproject icon clientserverproject

一个C-S模版,该模版由三部分的程序组成,一个服务端运行的程序,一个客户端运行的程序,还有一个公共的组件,实现了基础的账户管理功能,版本控制,软件升级,公告管理,消息群发,共享文件上传下载,批量文件传送功能。具体的操作方法见演示就行。本项目的一个目标是:提供一个基础的中小型系统的C-S框架,客户端有三种模式,无缝集成访问,winform版本,wpf版本,asp.net mvc版本,方便企业进行中小型系统的二次开发和个人学习。同时网络组件方便的支持读写三菱和西门子PLC的数据,详细见Readme

craves.ai icon craves.ai

CRAVES: Controlling Robotic Arm with a Vision-based, Economic System

dex-net icon dex-net

Repository for reading the Dex-Net 2.0 HDF5 database of 3D objects, parallel-jaw grasps, and robust grasp metrics

dqn-tensorflow icon dqn-tensorflow

Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning

foc icon foc

A BLDC motor driver using FOC algorithm.

fst-pso icon fst-pso

A settings-free global optimization method based on PSO and fuzzy logic

fuzzyclassificator icon fuzzyclassificator

This program uses neural networks to solve classification problems, and uses fuzzy sets and fuzzy logic to interpreting results. [WARNING] The development is frozen here and moved to the Open DevOps community: https://github.com/devopshq/FuzzyClassificator. See article about math in FuzzyClassificator (russian):

gaft icon gaft

A Genetic Algorithm Framework in Python

gps icon gps

Guided Policy Search

gqcnn icon gqcnn

Python module for GQ-CNN training and deployment with ROS integration.

kmeans icon kmeans

Example of KMeans algorithm for selecting t-shirt sizes implemented in Tensorflow

labelimg icon labelimg

:metal: LabelImg is a graphical image annotation tool and label object bounding boxes in images

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