Computer Vision

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  1. model cars driving in the same lane
    Computer VisionAutomotive

    Does data hold the key to autonomous vehicle safety?

    Experts believe autonomous vehicles will substantially improve road safety. Discover how large, diverse and accurate datasets are enabling this vision.

  2. Two people with virtual reality (VR) goggles meant to symbolize the metaverse
    Computer Vision

    The expanding frontiers of computer vision in the metaverse

    Learn how computer vision will play a vital role in transforming the metaverse into a commercially accessible reality for brands across industries.

  3. Photo of a person driving a car with the car's GPS system in view
    Computer VisionAutomotive

    Driver monitoring systems: Needs, regulations, popular use cases and trends

    Driver monitoring systems (DMS) are proving to be effective in helping prevent accidents due to driver drowsiness or inattention. Learn all about these AI-backed systems.

  4. A variety of men and women walking up a set of stairs in a public space. Each man has a yellow bounding box around them, with the label "Male" and each woman has a blue bounding box around them, with the label "Female."
    Computer Vision

    A guide to building training data for computer vision models

    Explore what is involved in the collection and labeling of training data that is used to build computer vision models.

  5. Video annotation of cars driving
    Computer VisionAutomotive

    Video annotation for computer vision

    Video annotation enriches video data by adding object information tags across every frame. Discover different video annotations, their popular computer vision applications and the benefits of video labeling automation.

  6. A city street which includes tall buildings, cars, streetlights and pedestrians. Each object is colored differently to represent instance segmentation for autonomous vehicles.
    Computer Vision

    Your complete guide to image segmentation

    Discover a robust guide to image segmentation, a data labeling technique used to segment object pixels to train computer vision models

  7. Illustration of an eye with digital flourishes
    Computer Vision

    Computer vision through the ages

    Uncover the history of computer vision, deep learning and neural networks, and learn how their developments could meaningfully impact businesses and society as a whole.

  8. Illustration of robot with rays coming from its eyes
    Computer Vision

    What is computer vision?

    Humans and animals use their eyes to see the world around them; computer vision is the science that aims to give a similar skill to machines. Learn how in this overview.

  9. A diagram of convolutional neural networks and recurrent neural networks
    Computer Vision

    What’s the difference between CNN and RNN?

    Discover the difference between CNN and RNN and how they are used in computer vision and natural language processing.

  10. Illustration of ones and zeroes and an eye, meant to symbolize code and computer vision
    Computer Vision

    Computer Vision Annotation: Tools, Types, and Resources

    Discover the most common types of image annotation for computer vision AI to help you pick the right tools and resources for your projects.

  11. Person with facial recognition / biometric analysis
    Computer Vision

    What is facial recognition? Applications and how it works

    Facial recognition is a field within AI and computer science that seeks to give machines the ability to interpret human faces. This beginner’s guide explains types of face recognition processes, how they work, various applications and how accurate they are today.

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