Speed Bumps Ahead: Training Data Hurdles for Autonomous Vehicles

Speed Bumps Ahead: Training Data Hurdles for Autonomous Vehicles

From localized bias to difficulties annotating video and radar data, here are some of the biggest challenges facing the future of autonomous vehicles.

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AI in Action: The Rise of Autonomous Vehicles

AI in Action: The Rise of Autonomous Vehicles

Autonomous vehicles are changing the world of transportation and logistics. Here are 3 AV innovators you should know about.

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How Autonomous Cars Learn to See

How Autonomous Cars Learn to See

Training a car to drive itself is a heavy lift. Here’s a closer look at how it works and how people are involved in the process.

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How Computer Vision Helps Us See the Future

How Computer Vision Helps Us See the Future

Can AI help us predict the future? Here are some fascinating ways computer vision can use today’s data to model tomorrow’s outcomes.

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4 Common Misconceptions About Image Annotation for Computer Vision

4 Common Misconceptions About Image Annotation for Computer Vision

Image annotation is one of the most important tasks when training a computer vision model. Here are common misconceptions to overcome first.

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6 Steps to Create Custom Data Sets for Computer Vision

6 Steps to Create Custom Data Sets for Computer Vision

Quality data is the lifeblood of great computer vision applications. Here’s a closer look at best practices for creating your own custom data sets.

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3 Ways to Acquire Data Sets for Computer Vision

3 Ways to Acquire Data Sets for Computer Vision

Great computer vision applications require quality visual data, and a lot of it. Here are your options when you need data.

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AI in Agriculture: How Scaling Data Labeling Keeps Agronomists in the Field

AI in Agriculture: How Scaling Data Labeling Keeps Agronomists in the Field

Agriculture data is complex. Annotating agtech data often requires help from agronomists. We help Hummingbird Tech overcome that AI product development hurdle.

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How Image Annotation Helps Advance Medical AI

How Image Annotation Helps Advance Medical AI

AI is transforming healthcare by arming practitioners with more information at the right times to make better decisions and fewer errors. Here’s how image annotation makes it ...

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Opportunities and Challenges of Video Annotation for Computer Vision

Opportunities and Challenges of Video Annotation for Computer Vision

Images and videos are both means to an end to annotate visual data. Each may have its own unique process but in the end individual frames are being annotated on a meta data level. ...

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3 Opportunities for Image Annotation to Improve Our World

3 Opportunities for Image Annotation to Improve Our World

Image annotation holds great promise for these centuries-old industries that rely heavily on visual data and are ripe for AI innovation.

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The One Thing You Need Before Starting Any AI Project

The One Thing You Need Before Starting Any AI Project

After a decade of data work, we’ve learned AI development requires a winning combination of people, technology, and processes. Don’t overlook one important step before beginning ...

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Scaling Quality Training Data: Best Practices for Your Data Production Line

Scaling Quality Training Data: Best Practices for Your Data Production Line

Your training data operations are like assembly lines: data is your raw material, and you have to get it through production steps to structure it for AI. You need skilled people ...

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Top Tools and Workforce Tips to Scale Your Video Annotation

Top Tools and Workforce Tips to Scale Your Video Annotation

You need the right tool and workforce to curate high-quality video training datasets.

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The 3 Forces that Brought AI to Life (And Why it’s Only Now Changing the World)

The 3 Forces that Brought AI to Life (And Why it’s Only Now Changing the World)

Why is artificial intelligence just now taking off? These three forces are fueling AI techniques to build real-life applications.

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Cloud Robotics Expands Machines’ Access to Intelligence

Cloud Robotics Expands Machines’ Access to Intelligence

Some believe cloud robotics will be the future of AI and the next big disruptor in business.

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