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Ultralytics Blog

Explore the world of AI with Ultralytics' blogs!

Dive into the latest trends in AI and computer vision with Ultralytics. From YOLO advancements to groundbreaking applications, explore how we're shaping the future of technology.

Latest articles by topic

Ultralytics’ first community meetup in Shenzhen, China
Events
Ultralytics’ China community meetup: the country with the highest global interest in machine learning
Highlights from Ultralytics' first Shenzhen meetup: Ultralytics YOLO's evolution into a full computer vision platform and what's next for the Chinese AI community.
Alexis Schnitger and Abi Anderson at Embedded Vision Summit 2026
Events
Key highlights from Ultralytics at Embedded Vision Summit 2026
Join us as we recap Ultralytics' time at Embedded Vision Summit 2026, where we showcased Ultralytics YOLO26 and connected with the AI community in Santa Clara.
Lisa Su on stage at the AMD Dev Day event in Shanghai
Events
Ultralytics at AMD Dev Day Shanghai: local AI meets agentic systems
Ultralytics shares takeaways from AMD Dev Day Shanghai on AMD AI: local AI deployment, agentic systems, ROCm, and the Ryzen AI Max 395.
Ultralytics YOLO and DEEPX edge AI inference for Physical AI
Integrations
Ultralytics YOLO partners with DEEPX: Edge AI inference for Physical AI
Learn how the new DEEPX export integration brings Ultralytics YOLO inference to NPU-powered edge AI hardware.
Exporting Ultralytics YOLO models on Ultralytics Platform
Ultralytics Platform
How to export Ultralytics YOLO models using Ultralytics Platform
Export vision AI models with ease using the Ultralytics Platform. Explore how to prepare models in a few clicks for edge, mobile, and cloud deployment.
Detecting unsafe pallet stacking in a warehouse with Ultralytics YOLO26
Ultralytics YOLO
Detecting unsafe pallet stacking with Ultralytics YOLO26
Learn how Ultralytics YOLO26 can be used to detect unsafe pallet stacking in warehouses, helping improve safety, reduce risks, and maintain efficient operations.
Polygon annotation with Ultralytics Platform
Ultralytics Platform
A guide to polygon annotation with Ultralytics Platform
Discover polygon annotation, how it enables precise object segmentation, and how to create annotations easily with Ultralytics Platform.
Pablo Karnbaum, our Sales Director, at Hannover Messe 2026 in Germany
Events
Key highlights from Ultralytics at Hannover Messe 2026 in Germany
Join us as we recap Ultralytics’ time at Hannover Messe 2026 in Germany, where we showcased how Ultralytics YOLO models power industrial AI solutions.
PyTorch vs TensorFlow for computer vision projects
Guides
Choosing between PyTorch vs TensorFlow for computer vision projects
Find out how PyTorch vs TensorFlow compare for computer vision projects and which framework suits your vision workflow best.
Supervised vs unsupervised learning in computer vision
Guides
Exploring supervised vs unsupervised learning in computer vision
Learn the differences between supervised and unsupervised learning in computer vision and how to choose the right approach for your data and project goals.
Planogram compliance detection on a retail shelf with Ultralytics YOLO26
Ultralytics YOLO
Using Ultralytics YOLO26 for planogram compliance detection
Learn how to build a planogram compliance system using vision AI models like Ultralytics YOLO26 to detect misplaced products and automate retail shelf checks.
Monitoring deployed computer vision models on Ultralytics Platform
Ultralytics Platform
Monitoring deployed computer vision models on Ultralytics Platform
Discover how to monitor computer vision models in production with Ultralytics Platform. Track metrics, detect issues, and improve reliability.

See our models in action

WG Tech Solutions cuts safety violations by 28% with Ultralytics YOLO and Axelera’s AI Accelerator

WG Tech Solutions cuts safety violations by 28% with Ultralytics YOLO and Axelera’s AI Accelerator

Learn how WG Tech Solutions managed to reduce safety violations in manufacturing by 28% leveraging Ultralytics YOLO and Axelera’s AI Accelerator

Learn more
Chef Robotics uses Ultralytics YOLO to cut food giveaway by 67%

Chef Robotics uses Ultralytics YOLO to cut food giveaway by 67%

Explore how Chef Robotics uses Ultralytics YOLO models for precise food assembly.

Learn more
ALYCE accelerates traffic AI inference by 20% with Ultralytics YOLO

ALYCE accelerates traffic AI inference by 20% with Ultralytics YOLO

Discover how ALYCE uses Ultralytics YOLO models to enhance data accuracy, optimize urban mobility, and create AI-driven traffic solutions for sustainable, smarter cities.

Learn more
Axelera AI delivers 34 FPS edge AI inference using Ultralytics YOLO

Axelera AI delivers 34 FPS edge AI inference using Ultralytics YOLO

Discover how Axelera AI uses Ultralytics YOLO to deliver fast, accurate, and efficient edge vision on Metis AI chips.

Learn more
Cali Intelligence shortens checkout queues by 43% with Ultralytics YOLO

Cali Intelligence shortens checkout queues by 43% with Ultralytics YOLO

Explore how Cali Intelligence uses Ultralytics YOLO models to reduce retail checkout queues with object detection.

Learn more
eSmart Systems halves power line inspection time with Ultralytics YOLO

eSmart Systems halves power line inspection time with Ultralytics YOLO

Discover how eSmart Systems uses Ultralytics YOLO to boost defect detection speed and transform utility inspections.

Learn more
Kiwitron uses Ultralytics YOLO to detect industrial hazards 30m away

Kiwitron uses Ultralytics YOLO to detect industrial hazards 30m away

Explore how Kiwitron uses Ultralytics YOLO models in its KewiEye solution to detect and address industrial hazards for better safety.

Learn more
MarineSitu hits 96%+ uptime in underwater monitoring using Ultralytics YOLO

MarineSitu hits 96%+ uptime in underwater monitoring using Ultralytics YOLO

Discover how MarineSitu uses Ultralytics YOLO to transform underwater object detection.

Learn more
Pixelabs achieves 95% recall with Ultralytics YOLO-driven automation

Pixelabs achieves 95% recall with Ultralytics YOLO-driven automation

Learn how Pixelabs leverages Ultralytics YOLO models to automate workflows and achieve 95% recall.

Learn more
Prezent boosts slide detection accuracy by 34% with Ultralytics YOLO

Prezent boosts slide detection accuracy by 34% with Ultralytics YOLO

Discover how Prezent leverages Ultralytics YOLO models to automate slide element detection, reducing processing time to under 10 seconds while preserving structure and design.

Learn more
SiteAssist improves site safety by processing 770K+ images with Ultralytics YOLO

SiteAssist improves site safety by processing 770K+ images with Ultralytics YOLO

Learn how SiteAssist leverages Ultralytics YOLO models to improve construction site safety.

Learn more
Specialvideo reaches 99% food inspection accuracy with Ultralytics YOLO

Specialvideo reaches 99% food inspection accuracy with Ultralytics YOLO

Discover how Specialvideo uses Ultralytics YOLO models to power real-time AI food inspection, ensuring quality, reducing waste, and boosting efficiency.

Learn more
STMicroelectronics runs Ultralytics YOLO on an MCU at just 9.4 mJ per inference

STMicroelectronics runs Ultralytics YOLO on an MCU at just 9.4 mJ per inference

Discover how STMicroelectronics efficiently deploys Ultralytics YOLO models on low-power microcontrollers to achieve accurate real-time inference at the edge.

Learn more
Stride delivers 1-minute equine gait analysis with Ultralytics YOLO

Stride delivers 1-minute equine gait analysis with Ultralytics YOLO

Learn how Stride leverages Ultralytics YOLO models for horse pose estimation, achieving a full gait analysis in under 1 minute.

Learn more
Theia Scientific speeds up microscopy analysis 43× with Ultralytics YOLO

Theia Scientific speeds up microscopy analysis 43× with Ultralytics YOLO

Discover how Theia Scientific uses Ultralytics YOLO to redefine microscopy data analysis.

Learn more
Videologic Analytics scales to 10K AI camera licenses with Ultralytics YOLO

Videologic Analytics scales to 10K AI camera licenses with Ultralytics YOLO

Discover how Videologic Analytics integrates Ultralytics YOLO models to enhance video surveillance, improving detection accuracy, reducing false alarms, and optimizing real-time threat monitoring.

Learn more
Vivity AI saves $5M+ a year in industrial operations with Ultralytics YOLO

Vivity AI saves $5M+ a year in industrial operations with Ultralytics YOLO

Discover how Vivity AI leverages Ultralytics YOLO models to enhance industrial automation, improving efficiency, reducing downtime, and ensuring workplace safety.

Learn more
WG Tech Solutions cuts safety violations by 28% with Ultralytics YOLO and Axelera’s AI Accelerator

WG Tech Solutions cuts safety violations by 28% with Ultralytics YOLO and Axelera’s AI Accelerator

Learn how WG Tech Solutions managed to reduce safety violations in manufacturing by 28% leveraging Ultralytics YOLO and Axelera’s AI Accelerator

Learn more
Chef Robotics uses Ultralytics YOLO to cut food giveaway by 67%

Chef Robotics uses Ultralytics YOLO to cut food giveaway by 67%

Explore how Chef Robotics uses Ultralytics YOLO models for precise food assembly.

Learn more
ALYCE accelerates traffic AI inference by 20% with Ultralytics YOLO

ALYCE accelerates traffic AI inference by 20% with Ultralytics YOLO

Discover how ALYCE uses Ultralytics YOLO models to enhance data accuracy, optimize urban mobility, and create AI-driven traffic solutions for sustainable, smarter cities.

Learn more
Axelera AI delivers 34 FPS edge AI inference using Ultralytics YOLO

Axelera AI delivers 34 FPS edge AI inference using Ultralytics YOLO

Discover how Axelera AI uses Ultralytics YOLO to deliver fast, accurate, and efficient edge vision on Metis AI chips.

Learn more
Cali Intelligence shortens checkout queues by 43% with Ultralytics YOLO

Cali Intelligence shortens checkout queues by 43% with Ultralytics YOLO

Explore how Cali Intelligence uses Ultralytics YOLO models to reduce retail checkout queues with object detection.

Learn more
eSmart Systems halves power line inspection time with Ultralytics YOLO

eSmart Systems halves power line inspection time with Ultralytics YOLO

Discover how eSmart Systems uses Ultralytics YOLO to boost defect detection speed and transform utility inspections.

Learn more
Kiwitron uses Ultralytics YOLO to detect industrial hazards 30m away

Kiwitron uses Ultralytics YOLO to detect industrial hazards 30m away

Explore how Kiwitron uses Ultralytics YOLO models in its KewiEye solution to detect and address industrial hazards for better safety.

Learn more
MarineSitu hits 96%+ uptime in underwater monitoring using Ultralytics YOLO

MarineSitu hits 96%+ uptime in underwater monitoring using Ultralytics YOLO

Discover how MarineSitu uses Ultralytics YOLO to transform underwater object detection.

Learn more
Pixelabs achieves 95% recall with Ultralytics YOLO-driven automation

Pixelabs achieves 95% recall with Ultralytics YOLO-driven automation

Learn how Pixelabs leverages Ultralytics YOLO models to automate workflows and achieve 95% recall.

Learn more
Prezent boosts slide detection accuracy by 34% with Ultralytics YOLO

Prezent boosts slide detection accuracy by 34% with Ultralytics YOLO

Discover how Prezent leverages Ultralytics YOLO models to automate slide element detection, reducing processing time to under 10 seconds while preserving structure and design.

Learn more
SiteAssist improves site safety by processing 770K+ images with Ultralytics YOLO

SiteAssist improves site safety by processing 770K+ images with Ultralytics YOLO

Learn how SiteAssist leverages Ultralytics YOLO models to improve construction site safety.

Learn more
Specialvideo reaches 99% food inspection accuracy with Ultralytics YOLO

Specialvideo reaches 99% food inspection accuracy with Ultralytics YOLO

Discover how Specialvideo uses Ultralytics YOLO models to power real-time AI food inspection, ensuring quality, reducing waste, and boosting efficiency.

Learn more
STMicroelectronics runs Ultralytics YOLO on an MCU at just 9.4 mJ per inference

STMicroelectronics runs Ultralytics YOLO on an MCU at just 9.4 mJ per inference

Discover how STMicroelectronics efficiently deploys Ultralytics YOLO models on low-power microcontrollers to achieve accurate real-time inference at the edge.

Learn more
Stride delivers 1-minute equine gait analysis with Ultralytics YOLO

Stride delivers 1-minute equine gait analysis with Ultralytics YOLO

Learn how Stride leverages Ultralytics YOLO models for horse pose estimation, achieving a full gait analysis in under 1 minute.

Learn more
Theia Scientific speeds up microscopy analysis 43× with Ultralytics YOLO

Theia Scientific speeds up microscopy analysis 43× with Ultralytics YOLO

Discover how Theia Scientific uses Ultralytics YOLO to redefine microscopy data analysis.

Learn more
Videologic Analytics scales to 10K AI camera licenses with Ultralytics YOLO

Videologic Analytics scales to 10K AI camera licenses with Ultralytics YOLO

Discover how Videologic Analytics integrates Ultralytics YOLO models to enhance video surveillance, improving detection accuracy, reducing false alarms, and optimizing real-time threat monitoring.

Learn more
Vivity AI saves $5M+ a year in industrial operations with Ultralytics YOLO

Vivity AI saves $5M+ a year in industrial operations with Ultralytics YOLO

Discover how Vivity AI leverages Ultralytics YOLO models to enhance industrial automation, improving efficiency, reducing downtime, and ensuring workplace safety.

Learn more
WG Tech Solutions cuts safety violations by 28% with Ultralytics YOLO and Axelera’s AI Accelerator

WG Tech Solutions cuts safety violations by 28% with Ultralytics YOLO and Axelera’s AI Accelerator

Learn how WG Tech Solutions managed to reduce safety violations in manufacturing by 28% leveraging Ultralytics YOLO and Axelera’s AI Accelerator

Learn more
Chef Robotics uses Ultralytics YOLO to cut food giveaway by 67%

Chef Robotics uses Ultralytics YOLO to cut food giveaway by 67%

Explore how Chef Robotics uses Ultralytics YOLO models for precise food assembly.

Learn more
ALYCE accelerates traffic AI inference by 20% with Ultralytics YOLO

ALYCE accelerates traffic AI inference by 20% with Ultralytics YOLO

Discover how ALYCE uses Ultralytics YOLO models to enhance data accuracy, optimize urban mobility, and create AI-driven traffic solutions for sustainable, smarter cities.

Learn more
Axelera AI delivers 34 FPS edge AI inference using Ultralytics YOLO

Axelera AI delivers 34 FPS edge AI inference using Ultralytics YOLO

Discover how Axelera AI uses Ultralytics YOLO to deliver fast, accurate, and efficient edge vision on Metis AI chips.

Learn more
Cali Intelligence shortens checkout queues by 43% with Ultralytics YOLO

Cali Intelligence shortens checkout queues by 43% with Ultralytics YOLO

Explore how Cali Intelligence uses Ultralytics YOLO models to reduce retail checkout queues with object detection.

Learn more
eSmart Systems halves power line inspection time with Ultralytics YOLO

eSmart Systems halves power line inspection time with Ultralytics YOLO

Discover how eSmart Systems uses Ultralytics YOLO to boost defect detection speed and transform utility inspections.

Learn more
Kiwitron uses Ultralytics YOLO to detect industrial hazards 30m away

Kiwitron uses Ultralytics YOLO to detect industrial hazards 30m away

Explore how Kiwitron uses Ultralytics YOLO models in its KewiEye solution to detect and address industrial hazards for better safety.

Learn more
MarineSitu hits 96%+ uptime in underwater monitoring using Ultralytics YOLO

MarineSitu hits 96%+ uptime in underwater monitoring using Ultralytics YOLO

Discover how MarineSitu uses Ultralytics YOLO to transform underwater object detection.

Learn more
Pixelabs achieves 95% recall with Ultralytics YOLO-driven automation

Pixelabs achieves 95% recall with Ultralytics YOLO-driven automation

Learn how Pixelabs leverages Ultralytics YOLO models to automate workflows and achieve 95% recall.

Learn more
Prezent boosts slide detection accuracy by 34% with Ultralytics YOLO

Prezent boosts slide detection accuracy by 34% with Ultralytics YOLO

Discover how Prezent leverages Ultralytics YOLO models to automate slide element detection, reducing processing time to under 10 seconds while preserving structure and design.

Learn more
SiteAssist improves site safety by processing 770K+ images with Ultralytics YOLO

SiteAssist improves site safety by processing 770K+ images with Ultralytics YOLO

Learn how SiteAssist leverages Ultralytics YOLO models to improve construction site safety.

Learn more
Specialvideo reaches 99% food inspection accuracy with Ultralytics YOLO

Specialvideo reaches 99% food inspection accuracy with Ultralytics YOLO

Discover how Specialvideo uses Ultralytics YOLO models to power real-time AI food inspection, ensuring quality, reducing waste, and boosting efficiency.

Learn more
STMicroelectronics runs Ultralytics YOLO on an MCU at just 9.4 mJ per inference

STMicroelectronics runs Ultralytics YOLO on an MCU at just 9.4 mJ per inference

Discover how STMicroelectronics efficiently deploys Ultralytics YOLO models on low-power microcontrollers to achieve accurate real-time inference at the edge.

Learn more
Stride delivers 1-minute equine gait analysis with Ultralytics YOLO

Stride delivers 1-minute equine gait analysis with Ultralytics YOLO

Learn how Stride leverages Ultralytics YOLO models for horse pose estimation, achieving a full gait analysis in under 1 minute.

Learn more
Theia Scientific speeds up microscopy analysis 43× with Ultralytics YOLO

Theia Scientific speeds up microscopy analysis 43× with Ultralytics YOLO

Discover how Theia Scientific uses Ultralytics YOLO to redefine microscopy data analysis.

Learn more
Videologic Analytics scales to 10K AI camera licenses with Ultralytics YOLO

Videologic Analytics scales to 10K AI camera licenses with Ultralytics YOLO

Discover how Videologic Analytics integrates Ultralytics YOLO models to enhance video surveillance, improving detection accuracy, reducing false alarms, and optimizing real-time threat monitoring.

Learn more
Vivity AI saves $5M+ a year in industrial operations with Ultralytics YOLO

Vivity AI saves $5M+ a year in industrial operations with Ultralytics YOLO

Discover how Vivity AI leverages Ultralytics YOLO models to enhance industrial automation, improving efficiency, reducing downtime, and ensuring workplace safety.

Learn more

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