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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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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V7 Labs & CloudFactory Release Annotated X-Ray Dataset to Aid in COVID-19 Research

V7 Labs & CloudFactory Release Annotated X-Ray Dataset to Aid in COVID-19 Research

CloudFactory and V7 Labs annotated chest x-rays and trained ML models to identify issues including COVID-19. The dataset is now available for research.

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Visual Data and the ‘Killer App’ for AI

Visual Data and the ‘Killer App’ for AI

Machines see the world through bounding boxes in order to make visual data meaningful, and that work can only be done by humans.

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French Presidential Campaign Rolls to Victory Using Geospatial AI

French Presidential Campaign Rolls to Victory Using Geospatial AI

In the French presidential election, Macron’s campaign had the foresight to see how combining data, analytics, and human intelligence could give him a competitive advantage.

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The Secret Data Behind Augmented & Virtual Reality

The Secret Data Behind Augmented & Virtual Reality

Augmented reality is here, in the workplace and in everyday life. For AR to truly succeed, it will require a heavy dose of imagination and a lot of data.

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