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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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; 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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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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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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People Make AI-Powered Virtual Assistants More Human

People Make AI-Powered Virtual Assistants More Human

Humans are the key to developing the datasets and algorithms required to train intelligent virtual assistants so they can mimic human intelligence.

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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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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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