Q&A with V7: COVID-19 AI Data Annotation for Clinical & Diagnostic Imaging

Q&A with V7: COVID-19 AI Data Annotation for Clinical & Diagnostic Imaging

Recap of our chat with V7 about medical AI data annotation while creating a dataset of COVID-19 X-rays for clinical use and diagnostic AI development.

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The 4 Biggest Hurdles for Real-Time Geospatial Data Labeling

The 4 Biggest Hurdles for Real-Time Geospatial Data Labeling

The real-time use cases for geospatial data are practically limitless, but data-labeling on such an enormous scale remains a major challenge.

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Driven by AI: Driver Technologies Helps Protect the World’s Motorists

Driven by AI: Driver Technologies Helps Protect the World’s Motorists

Autonomous vehicles and AI driver safety tools aren’t affordable for all. Driver Technologies made a free innovative app and model training database.

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Under the Hood: Active Learning and Autonomous Vehicles

Under the Hood: Active Learning and Autonomous Vehicles

Autonomous vehicles require continuous training to ensure they operate safely. Here’s how active learning can improve that process.

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Billions of Miles of Data: The Autonomous Vehicle Training Conundrum

Billions of Miles of Data: The Autonomous Vehicle Training Conundrum

Autonomous vehicles are among the most data-hungry machines the world’s ever seen. Here’s a look at data collection techniques and challenges.

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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

In the Rise of Autonomous Vehicles the world of transportation and logistics is rapidly changing. 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 how the process of Visual Data Collection for Autonomous Cars works and how it's used by people.

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How Computer Vision Helps Us See the Future

How Computer Vision Helps Us See the Future

Can AI help us in predicting the future with computer vision? Here's how 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 an important task when training a computer vision model. Here are common misconceptions about image annotation for computer vision.

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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 are 6 best practices for creating your own custom data sets for computer vision.

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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 a lot of quality visual data. Here's how you can acquire quality data sets for computer vision applications.

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How Image Annotation Helps Advance Medical AI

How Image Annotation Helps Advance Medical AI

AI is transforming healthcare; it arms practitioners to make better decisions & fewer errors. Here’s how image annotation in Medical AI makes it possible.

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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 industries that rely heavily on visual data. Here are 3 of the biggest opportunities for image annotation.

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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 data sets and trained ML models to identify health issues for COVID-19 research.

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