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ULTRALYTICS SOLUTIONS

Computer vision in agriculture

From crop monitoring to wildlife conservation, build real-time computer vision solutions in agriculture and livestock management in days.

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How Ultralytics YOLO TACKLES AGRICULTURE

Real-time AI tailored to your operation

Built for fields, farms, and livestock operations. Ultralytics YOLO enhances workflows for precise, fast, and production-ready computer vision leveraging your existing infrastructure.

Plug-and-play deployment: Deploys with minimal overhead, cutting integration time to days.

Detection accuracy: State-of-the-art real-time detection across crops, livestock, pests, and equipment.

Sub-5ms inference: Edge, cloud or on-premise deployment with 17+ export formats.

Production-ready in hours: Annotate, train and deploy reducing time-to-market.

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Try Ultralytics YOLO models

Explore how Ultralytics YOLO models works directly in your browser

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Vision AI for every stage of agriculture

Purpose-built solutions for every stage of your production process

Pest control

Scale pest detection with Ultralytics YOLO

Leverage Ultralytics YOLO with the latest detection, segmentation, and classification models to identify pests, diseases, and infestations in real-time, across crops and fields, during every season.

Real-time accuracy: Detect pests and disease outbreaks early.

Full AI task coverage: Detection, segmentation, classification, pose, OBB.

Training flexibility: Fine-tune YOLO for any pest or crop, in minutes.

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Crop monitoring and yield prediction

Monitor crop health with Ultralytics YOLO

Use Ultralytics YOLO-powered vision AI to track crop health, growth stages, and yield potential across your fields, helping you make data-driven decisions and maximize harvests.

Field-wide visibility: Drone, satellite, and ground-level camera integrations.

Growth stage tracking: Monitor maturity, density, and yield indicators.

Early intervention: Spot stress, drought, or disease before it spreads.

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Livestock monitoring

Protect livestock with Ultralytics YOLO

Deploy Ultralytics YOLO to monitor livestock health, behavior, and welfare in real-time, helping you reduce losses, improve productivity, and uphold the highest animal welfare standards.

Health monitoring: Detect lameness, stress, and abnormal behavior.

Automated counting: Track herd size, movement, and feeding patterns.

24/7 monitoring: Continuous coverage across barns, pens, and pastures.

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Agricultural robotics and sorting

Automate the field with Ultralytics YOLO

Power agricultural robots, autonomous tractors, and smart equipment with Ultralytics YOLO-driven vision AI for precision tasks like weeding, harvesting, spraying, and sorting.

Real-time detection: Detect fruit, or animals, to streamline robotic automation.

Precision targeting: Enable selective spraying and harvesting.

Edge-ready deployment: Runs on-device with no cloud dependency.

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Wildlife conservation

Protect wildlife with Ultralytics YOLO

Use Ultralytics YOLO to monitor wildlife populations, detect poaching activity, and protect biodiversity across farms, reserves, and conservation areas.

Species identification: Detect and classify wildlife in real-time.

Anti-poaching alerts: Identify unusual activity in protected zones.

Long-term tracking: Support conservation research with reliable data.

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Deploy Ultralytics YOLO wherever you need it

As capabilities flow to and from local operators, YOLO fits your environment, not the other way around.

At the edge

For air-gapped environments and high-speed lines, run inference directly on the factory floor with no cloud dependency, no latency, and no connectivity requirement.

Real-time inference on existing edge hardware.

Full data privacy and sovereignty, nothing leaves the floor.

Native support for a wide hardware ecosystem like Intel or Raspberry Pi.

Export to across 17+ formats including ONNX, TensorRT, and OpenVINO.

Runs reliably in air-gapped and offline environments.

On the cloud

Leverage your existing cloud infrastructure or Ultralytics Platform for multi-region rollout, centralized model management, and remote monitoring.

Centralized training, deployment, and monitoring in one place

Multi-region rollout across 43 global regions.

Built-in dataset management and experiment tracking.

Scale-to-zero infrastructure that grows with demand.

Compatible with AWS, GCP, Azure, and on-prem cloud setups.

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Choose from 17+ export formats

Train once, deploy everywhere, from edge microcontrollers to cloud GPU clusters.

Transforming industries with vision AI

From factory floors to operating rooms, Ultralytics turns visual data into real-time decisions.
Explore industry solutions

Frequently asked questions

How is computer vision used in agriculture?

What is computer vision for agriculture?

What is a vision system in agriculture?

Which computer vision platform fits agricultural operations?

Does computer vision work outdoors with sun glare, dust, and rain?

Can YOLO models run offline on field equipment and drones?

Bring real-time vision to your farm, today!

Automated crop monitoring, livestock welfare, and precision farming, deployed in days.