Technology Days - Training Material

Discussions

Automotive instrument clusters and in-vehicle infotainment rely more and more on complex application processors. They also require large software components to function properly. This complexity also increases risks of failures. There is also a growing need of safety, to detect and handle system faults in a timely manner. This is traditionally achieved by adding external parts dedicated to this purpose, increasing the system cost. We introduce the SafeAssure Rear View Camera and SafeAssure Display solutions, with which we show how a system design can be simplified, and cost reduce during the unique safety features integrated in the NXP i.MX 8 application processor.

Near-field-communication (NFC) is the better, safer way to protect brands while ensuring ease of use for accessories and consumables. With NFC, the device itself can verify the authenticity and can configure operating modes or change settings based on the type of accessory or consumable. With a standard NFC phone, a user can check the originality or trigger a reorder through a simple tap. Based on the brand new NFC Nutshell Kit we will show which options exist on NFC tag and reader side, and how to implement a solution into even space constraint environments.

Join this session to get a glimpse of where you will see i.MX 8/8X in the near future and why graphics, ML, AI, video, image processing, vision, connectivity, audio and voice functions make the i.MX 8 series ideal for Automotive and Industrial applications. Learn about the i.MX 8/8X families that are comprised of common subsystems establishing an unmatched range of performance scaling with pin-compatible options and the highest level of software reuse. In addition, learn more about the upcoming i.MX 8DualMax product line to help customers meet additional cost performance scaling across the i.MX 8 family.

This presentation will first highlights some basic training techniques, such as data augmentation, but the primary focus will be on various ways to deploy neural network frameworks and classical machine learning algorithms, and most importantly, utilizing a variety of open source tools and techniques. We will show how these techniques fit in with some real use cases such as object recognition and anomaly detection. The hands-on session portion of the class will allow attendees to take a trained neural network model and deploy it on a i.MX 8M. Attendees will utilize the Linux development environment and implement an end-to-end use case.

Automotive Advanced Analog Solutions Emerging Trends & Innovation NXP Microcontroller Update Smart Machinery & Industrial Automation Hands-On Workshop: Secure Connection to Google Cloud IoT Core Smart Networks & Computing Layerscape - Edge Computing Smarter World Solutions & Multimode Connectivity Are You Ready for the Next i.MX Product Launch? Hands-On Workshop: i.MX RT Cross-Over Processors NXP Secure, Interface and Power Solutions See What's Next on NFC Technology

Artificial intelligence and machine learning (AI/ML) are revolutionizing the industrial world. For maximal impact, AI/ML must be done close to where data is generated and the output of analysis used. It's an ideal workload for edge computing and complements NXP’s EdgeScale cloud-based device-management platform. Layerscape processors are well suited to hosting AI/ML workloads. Software from NXP and third parties helps enable developers to create industrial applications using AI/ML technology. These applications can be distributed, Layerscape-based edge nodes with endpoints performing multiple tasks including: addressing condition monitoring or first-level classification; running popular edge frameworks to deliver cloud-like services on premises, aggregating data from multiple endpoints or performing additional analysis; running cloud-based software analyzing data for long-term trends.

Technology Days - Training Material

Technology Days - Training Material

Training Sessions Material

Home

Vehicle Networking

AI and Machine Learning

AI and Machine Learning; Edge Computing

AI and Machine Learning; Voice

Connectivity (UWB, 5G, Wi-Fi 6)

Embedded Applications Software; Human Machine Interface (HMI)

Embedded Software

Human Machine Interface (HMI)

Motor Control

Security

Enabling Technologies

Voice; Human Machine Interface (HMI)

Factory Automation

Wearable; Human Machine Interface (HMI)

Home Control & Security; Development Software & Tools

Automotive

Edge Intelligence

Industrial

IoT Smart Home

Hardware & Software Solutions

Automotive

Edge Intelligence

Industrial

Mobile, Wearable & Computing

IoT Smart Home

Hardware & Software Solutions

Automotive

IoT Smart City

Edge Intelligence

Industrial

Mobile, Wearable & Computing

IoT Smart Home

Hardware & Software Solutions

Station F

Singapore

Automotive

Edge Intelligence

IoT Smart Home

Mobile, Wearable & Computing

Industrial

Hardware & Software Solutions

Automotive

Communication Infrastructure

Edge Intelligence

Industrial

IoT Smart Home

Hardware & Software Solutions

Mobile, Wearable & Computing

Automotive

Edge Intelligence

Hardware & Software Solutions

Industrial

IoT Smart City

IoT Smart Home

Automotive

Automotive

Hardware and Software Solutions

Industrial

IoT Smart Home

Mobile, Wearable, and Computing

Automotive

Edge Intelligence

Hardware & Software Solutions

Industrial

IoT Smart City

IoT Smart Home

Mobile, Wearable & Computing

Automotive

Artificial Intelligence, Enabling Technologies, Security & Solutions

Smart Machinery & Industrial Automation

Smarter World Solutions & Multimode Connectivity

Artificial Intelligence, Enabling Technologies, Security & Solutions

Smart Machinery & Industrial Automation

Smarter World Solutions & Multimode Connectivity

Automotive

Artificial Intelligence, Enabling Technologies, Security & Solutions