Computer vision in robotics

Q: How is AI used in robotics?

AI powers robotics by supporting autonomous navigation, object detection, pose estimation, and decision-making. It enhances efficiency in industries like manufacturing, healthcare, and logistics with technologies like YOLO11.

Q: How is computer vision used in robotics?

Computer vision enables robots to analyze visual data from images and videos, allowing them to interact with and navigate their surroundings effectively.

Q: What are the applications of robotics in computer vision?

Robots powered by computer vision are used for detecting manufacturing defects, guiding autonomous drones, assisting in surgeries, enabling self-driving cars, etc.

Q: What is the role of deep learning in robotics?

Deep learning, a type of machine learning using neural networks to learn from data, powers robotics by enabling perception, decision-making, and control.

Boost automation with Ultralytics YOLO models, equipping AI-powered robotics for autonomous navigation, precise object handling, and real-time quality control.

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Ultralytics YOLO applications in robotics

Object detection

Ultralytics YOLO11 object detection model enables robots to identify, sort, and handle items.

Instance segmentation

Robotic arms can leverage YOLO11’s segmentation improving AI automation in manufacturing and logistics.

Image classification

AI-powered robotic vision systems can classify objects to automate quality control in manufacturing.

Pose estimation

Leverage YOLO11 to analyze body movement across industries for use cases such as patient rehabilitation.

OBB object detection

Oriented bounding box (OBB) detection helps drones identify object orientations for improved navigation.

Object tracking

AI-powered object tracking in robotics can enhance perception and vision for autonomous operations.

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Benefits of computer vision in robotics

AI robots cut 90% of manufacturing errors

By integrating real-time computer vision models like YOLO11 in robotics, manufacturers can significantly streamline workflows, improve defect detection, enhance quality control and production efficiency.

Robotics and vision AI to drive $4B growth

Thanks to computer vision applications in robotics and tools like YOLO11, the global robotic vision market is expected to grow from $2.6 billion in 2023 to $4 billion by 2028.

Computer vision in robotics

Trusted by industry leaders

Ultralytics YOLO applications in robotics

Object detection

Instance segmentation

Image classification

Pose estimation

OBB object detection

Object tracking

Benefits of computer vision in robotics

AI robots cut 90% of manufacturing errors

Robotics and vision AI to drive $4B growth

See our models in action

Theia Scientific redefines microscopy data analysis with Ultralytics YOLO models

eSmart Systems automates utility inspections with Ultralytics YOLO

Axelera AI enables Vision AI at the edge with Ultralytics YOLO

Embedded Vision AI with Ultralytics YOLO & STMicroelectronics MCU

Ultralytics YOLO powers Specialvideo's food inspection tool

Vivity AI enables industrial AI with Ultralytics YOLO models

Videologic Analytics & Ultralytics YOLO for video surveillance

Prezent turns to Ultralytics YOLO models to detect slide elements

ALYCE's smart traffic solutions leverage Ultralytics YOLO models

Kiwitron & Ultralytics YOLO models for industrial hazard detection

Theia Scientific redefines microscopy data analysis with Ultralytics YOLO models

eSmart Systems automates utility inspections with Ultralytics YOLO

Axelera AI enables Vision AI at the edge with Ultralytics YOLO

Embedded Vision AI with Ultralytics YOLO & STMicroelectronics MCU

Ultralytics YOLO powers Specialvideo's food inspection tool

Vivity AI enables industrial AI with Ultralytics YOLO models

Videologic Analytics & Ultralytics YOLO for video surveillance

Prezent turns to Ultralytics YOLO models to detect slide elements

ALYCE's smart traffic solutions leverage Ultralytics YOLO models

Kiwitron & Ultralytics YOLO models for industrial hazard detection

Frequently asked questions

How is AI used in robotics?

How is computer vision used in robotics?

What are the applications of robotics in computer vision?

What is the role of deep learning in robotics?

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