MSDN中的一篇博文链接:Tutorial series: learning how to write a 3D soft engine from scratch in C#, TypeScript or JavaScript This tutorial is part of the following series: 1 – Writing the core logic for camera, mesh & device object (this article) 2 – Drawing li…

ECCV-2010 Tutorial: Feature Learning for Image Classification Organizers Kai Yu (NEC Laboratories America, kyu@sv.nec-labs.com), Andrew Ng (Stanford University, ang@cs.stanford.edu) Place & Time: Creta Maris Hotel, Crete, Greece, 9:00 – 13:00, Septem…

目录 一. 存在的问题 二. 解决的方案 1.点云特征 2.解决方法 三. 网络结构 四. 理论证明 五.实验效果 1.应用 (1)分类: ModelNet40数据集 (2)部件分割:ShapeNet part数据集 (3)语义分割/检测 2.网络结构分析 (1)针对无序性的解决方法比较 (2)输入和特征对齐的有效性验证 (3)鲁棒性测试(数据缺失.异常值.点扰动) 3.可视化(解释为什么鲁棒性) 4.时间和空间复杂度分析 六.仍存在的问题 七.代码分析 PointNet: Deep Learn…

Deep Learning Methods for Vision CVPR 2012 Tutorial  9:00am-5:30pm, Sunday June 17th, Ballroom D (Full day) Rob Fergus (NYU), Honglak Lee (Michigan), Marc'Aurelio Ranzato (Google) Ruslan Salakhutdinov(Toronto), Graham Taylor(Guelph), Kai Yu(Baidu)  O…

http://moribitotechx.blogspot.co.uk/p/tutorial-series-libgdx-mtx.html ———————————————————————————————————————————————————————————————…

摘要 点云是一种重要的几何数据结构类型.由于其不规则的格式,大多数研究人员将此类数据转化为常规的三维体素网格或图像集合.然而,这使数据变得不必要的庞大,并导致问题.在本文中,我们设计了一种新型的直接处理点云的神经网络,它很好地考虑了点在输入中的排列不变性.我们的网络名为PointNet,为从目标分类.部分分割到场景语义分析等应用提供了一个统一的架构.虽然简单,但PointNet是非常高效和有效的.从经验上看,它表现出了与现有技术相当甚至更好的性能.从理论上讲,我们提供了分析,以了解网络学到了什么…

昨天总结了深度学习的资料,今天把机器学习的资料也总结一下(友情提示:有些网站需要"科学上网"^_^) 推荐几本好书: 1.Pattern Recognition and Machine Learning (by Hastie, Tibshirani, and Friedman's ) 2.Elements of Statistical Learning(by Bishop's) 这两本是英文的,但是非常全,第一本需要有一定的数学基础,第可以先看第二本.如果看英文觉得吃力,推荐看一下下面…

Machine and Deep Learning with Python Education Tutorials and courses Supervised learning superstitions cheat sheet Introduction to Deep Learning with Python How to implement a neural network How to build and run your first deep learning network Neur…

转自:http://www.raywenderlich.com/32963/apple-push-notification-services-in-ios-6-tutorial-part-2 Update 4/12/2013: Fully updated for iOS 6 (original post byMatthijs Hollemans, update by Ali Hafizji). This is the second part of a 2-part tutorial series…

https://www.quora.com/How-do-I-learn-machine-learning-1?redirected_qid=6578644   How Can I Learn X? Learning Machine Learning Learning About Computer Science Educational Resources Advice Artificial Intelligence How-to Question Learning New Things Lea…