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Bring Intelligence to the Edge with Intel® Movidius™ Neural Compute Stick

上次更新时间:2018 年 6 月 19 日视频时长:58 分钟

This webinar brings developer-level insight into the Intel® Movidius™ Neural Compute Stick, including an introduction to the hardware and software components, as well as an advanced demo and sample code.

AI UX |Create Families of Products

上次更新时间:2018 年 6 月 19 日

This episode looks at why each intelligent system should be designed as a node in a complex, dynamic network of systems.

Keras Implementation of Siamese-like Networks

This guide will help you to write complex neural networks such as Siamese networks in Keras. It also explains the procedure to write your own custom...

AI News | Train AI to Detect Breast Cancer

上次更新时间:2018 年 6 月 14 日

Breast cancer is one of the most common forms of cancer in women. In 2018 it’s estimated that there will be over 200-thousand new diagnoses in the U.S. alone. In this episode of AI News, we discover how existing deep learning technologies can be utilized to train AI to detect breast cancer in unlabeled histology images.

RAIL: Risk-Averse Imitation Learning System

上次更新时间:2018 年 6 月 13 日视频时长:2 分钟

Present a Risk-Averse Imitation Learning (RAIL) algorithm as an alternative to Generative Adversarial Imitation Learning (GAIL) for improved reliability in risk-sensitive applications.

AI UX | Design Onboarding Mechanisms that Grow and Evolve

上次更新时间:2018 年 6 月 12 日

Learn about onboarding, a term that user experience designers adopted to describe the process of ramping up users, to make them familiar with a new site, app, or service. When well implemented, onboarding assists users in learning how to use an application incrementally, avoiding cognitive overload.

Deep Learning for Cryptocurrency Trading

上次更新时间:2018 年 6 月 12 日视频时长:2 分钟

The project Deep Learning for Cryptocurrency Trading is focused on utilizing sentiment analysis on social outputs related to Cryptocurrencies on Reddit* and Twitter*.

Automating Wildlife Image Processing Using IoT and the Intel® Movidius™ Neural Compute Stick

上次更新时间:2018 年 6 月 12 日视频时长:1 分钟

The design and implementation of Where's The Bear (WTB), an end-to-end, distributed, IoT system for wildlife monitoring.

A CLass-Enhanced Attentive Response (CLEAR) Approach to Understand Deep Neural Networks

上次更新时间:2018 年 6 月 12 日视频时长:4 分钟

We propose CLass-Enhanced Attentive Response (CLEAR): an approach to visualize and understand the decisions made by deep neural networks (DNNs) given a specific input.

Self Driving Vehicles and Risk Analysis

上次更新时间:2018 年 6 月 11 日视频时长:3 分钟

We show a method to create a guidance solution based upon system risk for a system’s goal.

Bruna Maciel Pearson

Towards Autonomous UAV Flight in Cluttered Forestry Environments

上次更新时间:2018 年 6 月 11 日视频时长:2 分钟

An approach for automatic trail navigation with an Unmanned Aerial Vehicle (UAV).

Distributed Deep Learning with Docker*, Intel® Nervana™ technology, neon™, and Pachyderm*

发布时间:2017 年 4 月 3 日,更新时间: 2018 年 6 月 8 日作者:Daniel W.

The recent advances in machine learning and artificial intelligence are amazing! It seems like we see something groundbreaking every day, from...

AI News | Intel® Movidius™ Myriad™ 2

上次更新时间:2018 年 6 月 7 日

Discover how the Intel® Movidius™ Myriad™ 2 is used for Specialized-Vision-Processing at the Edge and how this effort can solve latency challenges in end-to-end Deep learning applications.

Inference Engine Developer Guide

Deploying deep learning networks from the training environment to embedded platforms for inference is a complex task. The Inference Engine deployment...

AI UX | Create Diverse Education Tools

上次更新时间:2018 年 6 月 5 日

The ”one size fits all approach” is rarely satisfactory an in the case of AI systems, a cookie-cutter design heavily compromises how people understand, perceive, relate to, and embrace these systems. This episode looks at how you can create diverse education tools with your AI devices.

Intel® Developer Zone Update | June 2018

上次更新时间:2018 年 6 月 5 日

Learn about how Intel Software Innovator Tejumade Afonja is working to build up the AI Community in Nigeria. Get a new perspective on prototyping as an art form and a science. And find out about the upcoming hands-on coding sessions through the Intel Software Developer Workshop for Technical Computing and AI!

Tips to Improve Performance for Popular Deep Learning Frameworks on CPUs

This document provides optimization tips for TensorFlow*, Keras, and Caffe* on Intel® Xeon® processors.

AI News | Conference on Computer Vision and Pattern Recognition

上次更新时间:2018 年 5 月 31 日

Learn about and register for the Conference on Computer Vision and Pattern Recognition (CVPR 2018)!

AI UX | Empower People to Achieve Unique Goals

上次更新时间:2018 年 5 月 29 日

Part of human nature is the need to feel special, and to be acknowledged as an individual. This episode discusses user's need to feel “unique” throughout their technological interactions, and how you can empower people to achieve unique goals!

Accelerate Deep Learning Inference with Integrated Intel® Processor Graphics Rev 2.0

Forward

Version 1 of this paper was published in May 2017, with the release to open source of the first deep learning kernel library for Intel's...

Action Classification Using PyTorch*

This case study revolves around video classification that sends an alert in the instance of any violence is detected.

CIFAR-10 Classification using Intel® Optimization for TensorFlow*

Demonstrates experiments to train and test the AlexNet* topology with the Intel® Optimization for TensorFlow* framework on Intel® Xeon® scalable...

集成英特尔® 处理器显卡版本 2.0 助力加速深度学习推理

前言

本文第一版发表于 2017 年 5 月,推出了首款面向英特尔 GPU(英特尔文档和本文亦称英特尔® 处理器显卡,因为这些 GPU 借助英特尔 CPU 家族集成至系统芯片 (SOC))的开源深度学习核心函数库 – 面向深度神经网络的计算库 (clDNN) GitHub*。一年后,...

AI News | Mapping Brain Connectivity

上次更新时间:2018 年 5 月 24 日

Learn how AI is being used to map brain connectivity for new medical breakthroughs!

Using the Intel® Distribution for Python* to Solve the Scene-Classification Problem Efficiently

This article shows how to get acquainted with image and scene categorization. Firstly, to extract the image features, then prepare a classifier using...

AI UX | Serendipitous Design

上次更新时间:2018 年 5 月 23 日

Learn about the duality of your users, and why you should design systems that have consistent behaviors, while still designing for serendipity. 

Battery-Powered Deep Learning Inference Engine

The Intel® Movidius™ Visual Processing Unit provides real-time visual computing capabilities. In this article, we will build a simple handheld device...

Using and Understanding the Intel® Movidius™ Neural Compute SDK

The Intel® Movidius™ Neural Compute Software Development Kit (NCSDK) comes with tools that are designed to help users get up and running with their...

Model Optimizer Developer Guide

Introduction

Model Optimizer is a cross-platform command-line tool that facilitates the transition between the training and deployment...

AI UX: Ethics and Brand Trust

上次更新时间:2018 年 5 月 22 日视频时长:2 分钟

This episode dives into how trust and ethics need to play a key role in the development of AI systems. 

The Path to Production IoT Development

发布时间:2018 年 5 月 17 日,更新时间: 2018 年 5 月 21 日作者:Joseph B. (Intel)

One area of IoT development where the pace of innovation is quickly taking off is at the intersection of the Internet of Things and Artificial...

AI News | How Intel FPGAs Accelerate Microsoft Bing's Intelligent Search

上次更新时间:2018 年 5 月 17 日

This episode looks at Microsoft’s Bing Intelligent Search and how Intel®  FPGAs  make  real-time AI possible by providing customized hardware acceleration to complement Intel® Xeon CPUs!

IoT Reference Implementation: How to Build a Store Traffic Monitor

发布时间:2018 年 5 月 16 日

This counter uses the Inference Engine included in OpenVINO™, with a trained neural network that detects objects within a designated area.This...

IoT Reference Implementation: People Counter

发布时间:2018 年 5 月 16 日

This people counter uses the Inference Engine, with a trained neural network, included in the OpenVINO™ and the Intel® Deep Learning Deployment...

AI UX | Design Helper Usages

上次更新时间:2018 年 5 月 15 日

This episode discusses the types of usages that have a high return on investment, and how you can and why you should prioritize helper usages.

 

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