Train YOLO models faster with Ultralytics Platform!

[NLadi]

Find out how to train YOLO models faster with Ultralytics Platform, an end-to-end environment built to accelerate the path from data to deployment.

Read full blog ➡️ https://www.ultralytics.com/blog/train-yolo-models-faster-with-ultralytics-platform

[UltralyticsAssistant]

👋 Hello @NLadi, thanks for sharing this discussion about Ultralytics Platform 🚀 This is an automated response to help point you in the right direction, and an Ultralytics engineer will also assist soon.
For anyone exploring faster training workflows, we recommend starting with the Docs where you can find many Python and CLI usage examples, plus guidance that may help answer common setup and training questions.
If this discussion leads to a 🐛 Bug Report, please provide a minimum reproducible example so the team can investigate efficiently.
If this becomes a custom training ❓ Question, please share as much detail as possible, including dataset image examples and training logs, and verify you are following our Tips for Best Training Results.
Join the Ultralytics community where it suits you best. For real-time chat, head to Discord 🎧. Prefer in-depth discussions? Check out Discourse. Or dive into threads on our Subreddit to share knowledge with the community.

Upgrade

Upgrade to the latest ultralytics package including all requirements in a Python>=3.8 environment with PyTorch>=1.8 to verify your issue is not already resolved in the latest version:

pip install -U ultralytics

Environments

YOLO may be run in any of the following up-to-date verified environments, with all dependencies including CUDA/CUDNN, Python and PyTorch preinstalled:

• Notebooks with free GPU:
• 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. CI tests verify correct operation of all YOLO Modes and Tasks on macOS, Windows, and Ubuntu every 24 hours and on every commit.

[glenn-jocher]

Thanks for sharing; if anyone wants to try it, the Ultralytics Platform training guide covers project setup, cloud or local training, live metrics, and export, and feel free to drop any questions here so the Ultralytics team can take a look.