• Iot Forum
  • About us
  • Write for us
  • Contact us
  • Newsletter signup
IOT News - Internet of Things
  • IoT Forum
  • Hardware
    • Networking
  • Smart Home
  • Digital Transformation
    • All
    • Artificial Intelligence
    • Blockchain IoT
    • Enterprise IoT
    • Industrial IoT
    • Machine Learning
    • Smart City
    CES 2022 show highlights: Robo-dogs, self-sailing boat, brain tech

    CES 2022 show highlights: Robo-dogs, self-sailing boat, brain tech

    Quanergy and iCent to Showcase Advanced Electric Vehicle Charger Robot at #CES2022

    Quanergy and iCent to Showcase Advanced Electric Vehicle Charger Robot at #CES2022

    Awake Security Advances AI-powered Security for Faster Threat Protection and Remediation

    UN urges moratorium on AI tech that threatens rights

    • Wearables
    • Artificial Intelligence
    • Machine Learning
    • Industrial IoT
  • Cloud
  • Security
  • 5G IoT
  • Cars
No Result
View All Result
  • IoT Forum
  • Hardware
    • Networking
  • Smart Home
  • Digital Transformation
    • All
    • Artificial Intelligence
    • Blockchain IoT
    • Enterprise IoT
    • Industrial IoT
    • Machine Learning
    • Smart City
    CES 2022 show highlights: Robo-dogs, self-sailing boat, brain tech

    CES 2022 show highlights: Robo-dogs, self-sailing boat, brain tech

    Quanergy and iCent to Showcase Advanced Electric Vehicle Charger Robot at #CES2022

    Quanergy and iCent to Showcase Advanced Electric Vehicle Charger Robot at #CES2022

    Awake Security Advances AI-powered Security for Faster Threat Protection and Remediation

    UN urges moratorium on AI tech that threatens rights

    • Wearables
    • Artificial Intelligence
    • Machine Learning
    • Industrial IoT
  • Cloud
  • Security
  • 5G IoT
  • Cars
No Result
View All Result
IOT News - Internet of Things
No Result
View All Result
Home Digital Transformation Artificial Intelligence

Artificial Intelligence Deployment Requires Diverse Image Data

IoTNews.com by IoTNews.com
July 21, 2020
in Artificial Intelligence
0
Artificial Intelligence Isn’t Coming. It’s Already Here.
7
SHARES
42
VIEWS
Share on FBShare on TwitterShare on LinkedinReddit

Ensuring that technology powered by artificial intelligence will work anywhere requires that AI is “trained” on a diverse data set that readies it for deployment anywhere in the world.

That’s something the Joint Artificial Intelligence Center is well aware of as it pushes forward with the Defense Department’s AI strategy, the center’s director said.

Diversity in training models is a challenge, Nand Mulchandani said during the VentureBeat Transform 2020 virtual conference on artificial intelligence July 17.

“When you think of sort of an oxymoron like mass customization, think of a single system that’s deployed worldwide, globally,” he said. “We’ve trained the model on a particular training data set. But that data set is not representative of say, global terrain, or global information, or even things like faces. So when you think of the diversity of … humankind out there, … if you’re doing something like facial recognition or something, the training data set from a testing and representative perspective is so important.”

From the testing and evaluation side, Mulchandani said, it’s important for the JAIC to be able to ensure an AI system is trained in a diverse enough way that it can be deployed globally and work anywhere.

“What we’re finding is … we’re still in the early days of AI where the ability for a single dataset to perform in multiple different environments and applications is incredibly important,” he said.

Mulchandani also addressed concerns that DOD might be difficult to work with for smaller companies involved in artificial intelligence research and development.

“From the outside, there seems to be this idea that the DOD, the Pentagon, has a very hard time liaising and working with tech startups and even large tech companies,” he said. However, he added, there’s a lot of change going on at DOD as the department partners and works directly with large and small tech companies.

The JAIC now has projects going on with startup companies that have as few as seven employees, he noted.

“The ability for us to have those direct conversations, direct work with them — the environment has never been better,” he said. “And there’s huge changes going on in terms of how acquisition gets done, how we actually acquire, procure and deliver software inside the DOD from a cloud perspective, and other things.”

JOIN OUR IoT COMMUNITY
IoTForums.com
×
Continue to iotForums.com
Internet of Things platforms, projects, development, devices & support forum
for developers and enthusiasts
Tags: AIAI strategyAI trainingdata
Share3Tweet2ShareShare
Previous Post

Researchers use drones, machine learning to detect dangerous 'butterfly' landmines

Next Post

US Navy Awards Global Parts Tracking and Sensor-Based IoT Smart Buildings Contract

Related Posts

Awake Security Advances AI-powered Security for Faster Threat Protection and Remediation

UN urges moratorium on AI tech that threatens rights

by IoTNews.com
September 17, 2021
0

The UN called Wednesday for a moratorium on artificial intelligence systems like facial recognition technology that threaten human rights until...

Dahua Cooper-I Series XVR: The First Entry-Level XVR Powered By AI

Dahua Cooper-I Series XVR: The First Entry-Level XVR Powered By AI

by IoTNews.com
July 13, 2021
0

With continuous innovation and development, AI has become an integral part of Dahua, a world leading video-centric smart IoT solution...

EU data watchdogs want ban on AI facial recognition

EU data watchdogs want ban on AI facial recognition

by IoTNews.com
June 22, 2021
0

Brussels: The EU's data protection agencies on Monday called for an outright ban on using artificial intelligence to identify people...

IoT Forum Discussions

What areas does Cloud hardware mainly involve in the Internet of Things?

Cloud hardware is a broad category of technology products and services that involve the internet of things (IoT). Cloud hardware solutions provide businesses with the ability to connect, analyze, and manage devices, equipment, and data from any part of the world. This enables businesses to gain real-time insights into their operations and make better decisions. Cloud hardware solutions can be used in many different industries, including manufacturing, energy, transportation, retail, and... Read more [...]

IoT Trends 2021

IoT Trends 2021 Here are the latest IoT trends and key predictions of how the Internet of Things will drive the digital transformation of business in 2021. 2021 is a challenging year for many industries, but the Internet of Things technology has already played an active role in shaping business and consumer trends. From healthcare and retail to automotive and manufacturing, every industry is getting smarter with technologies like IoT. Kevellcorp are frontline... Read more [...]

SUBSCRIBE TO OUR FREE NEWSLETTER
* we never share your e-mail with third parties.
SUBSCRIBE NOW

Categories

  • 5G IoT
  • Artificial Intelligence
  • Blockchain IoT
  • Cloud Computing
  • Connected Car
  • Digital Transformation
  • Enterprise IoT
  • Industrial IoT
  • IoT Hardware
  • Machine Learning
  • Networking
  • Security
  • Smart City
  • Smart Home
  • Wearables

Stay Connected with IoTNews

IOT News - Internet of Things

© 2020 IoTNews.com

Navigate Site

  • Home
  • About us
  • Write for us
  • Contact Us
  • Newsletter signup

Follow Us

No Result
View All Result
  • IoT Forum
  • Hardware
    • Networking
  • Smart Home
  • Digital Transformation
    • Wearables
    • Artificial Intelligence
    • Machine Learning
    • Industrial IoT
  • Cloud
  • Security
  • 5G IoT
  • Cars

© 2020 IoTNews.com