zh/compare/damo-yolo-vs-rtdetr/

[giscus[bot]]

zh/compare/damo-yolo-vs-rtdetr/

比较用于物体检测的YOLO 和 RTDETRv2。了解它们的性能、优缺点以及视觉任务的最佳使用案例。

https://docs.ultralytics.com/zh/compare/damo-yolo-vs-rtdetr/

[UltralyticsAssistant]

👋 Hello, thank you for starting this discussion on Ultralytics 🚀! It's always great to analyze and compare models like YOLO and RTDETRv2 to explore their performance, strengths, and ideal use cases 🔍.

For initial guidance, we recommend visiting the comprehensive Docs where you can explore details about YOLO’s capabilities and settings. For Chinese readers, the localized version of the docs is available here.

If this discussion involves a specific ❓ question about YOLO or its comparison to RTDETRv2, feel free to provide more details about what aspect you are focusing on (e.g., speed, accuracy, architecture differences, etc.). Share as much context as possible, and we’ll take a closer look.

If this is related to reproducing comparisons or experiments 🧪, and you are facing any issues, consider outlining your setup, parameters, and dataset (where possible) to help us provide better feedback. A minimum reproducible example can be extremely helpful for debugging performance-related scenarios.

Stay connected with the Ultralytics community for additional insights and conversations:

• Join our Discord server for real-time discussions 🎧
• Participate in threads on Discourse or our Subreddit for diverse viewpoints and collaboration

Upgrade

If you’re discussing implementation or experiment results and haven’t upgraded recently, please ensure you have the latest ultralytics package installed—this ensures you're working with the most up-to-date improvements and bug fixes:

pip install -U ultralytics

For verified environments suitable for running YOLO, check out our detailed options below:

Environments

YOLO can operate in any of the following environments with all dependencies pre-installed:

• Notebooks with free GPUs:
• Google Cloud Deep Learning VM. See GCP Quickstart Guide
• Amazon Deep Learning AMI. See AWS Quickstart Guide
• Docker Image. See Docker Quickstart Guide

Status

If this badge is green, all Ultralytics CI tests are currently passing. Our CI system regularly validates YOLO’s functionality on macOS, Windows, and Ubuntu 🎯.

This is an automated response 🛠️, but rest assured that an Ultralytics engineer will follow up to assist further. Let us know if there’s anything specific you’d like clarified!