Overview
Ultralytics YOLOv8.4.61 is an advanced deep learning framework built for modern computer vision applications. As part of the renowned YOLO (You Only Look Once) family, YOLOv8 delivers exceptional performance for object detection, image classification, instance segmentation, pose estimation, and object tracking tasks.
Designed with ease of use and flexibility in mind, YOLOv8.4.61 provides a streamlined workflow for training, validating, and deploying AI models across a wide range of environments, including cloud servers, edge devices, and production systems. The framework supports both CPU and GPU acceleration, enabling developers to achieve fast inference speeds while maintaining high detection accuracy.
Ultralytics YOLOv8 features a user-friendly command-line interface and Python API, making it suitable for beginners and experienced machine learning engineers alike. With support for custom datasets, transfer learning, model export to multiple formats, and seamless integration with popular AI tools, YOLOv8 helps accelerate the development of computer vision solutions for industries such as security, healthcare, retail, manufacturing, robotics, and autonomous systems.
Version 8.4.61 includes performance improvements, bug fixes, and enhanced compatibility with the latest machine learning libraries, ensuring a reliable and efficient development experience for modern AI projects.
Highlights
- Supports object detection, segmentation, classification, pose estimation, and tracking with high accuracy and low latency.
- Includes a simple CLI and Python API with support for custom datasets, transfer learning, GPU acceleration, and multiple export formats.
Details
Introducing multi-product solutions
You can now purchase comprehensive solutions tailored to use cases and industries.
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Pricing
Dimension | Cost/hour |
|---|---|
m4.large Recommended | $0.03 |
t2.micro | $0.01 |
t3.micro | $0.03 |
c4.large | $0.03 |
c5.large | $0.03 |
m3.medium | $0.03 |
c3.large | $0.03 |
t3.small | $0.03 |
t2.small | $0.03 |
m5.large | $0.03 |
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Delivery details
64-bit (x86) Amazon Machine Image (AMI)
Amazon Machine Image (AMI)
An AMI is a virtual image that provides the information required to launch an instance. Amazon EC2 (Elastic Compute Cloud) instances are virtual servers on which you can run your applications and workloads, offering varying combinations of CPU, memory, storage, and networking resources. You can launch as many instances from as many different AMIs as you need.
Version release notes
Packaged with latest updates as of June/2026
Additional details
Usage instructions
Connect your instance via SSH, the username is ubuntu. More info on SSH: https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/AccessingInstancesLinux.html - Run the following commands: #cd ~/yolo #source venv/bin/activate #python --version #pip show ultralytics
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