UltralyticsAssistant
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1 week ago 👋 Hello @pjh11214, thank you for reaching out and your interest in YOLOv5 🚀! This is an automated response to your query, and an Ultralytics engineer will assist you soon.
Please explore our ⭐️ Tutorials where you can dive into various tasks, including Custom Data Training and advanced sections.
If your query relates to setup or usage, please ensure you are following the setup instructions:
Requirements
Make sure you have Python>=3.8.0 installed, with all dependencies from requirements.txt including PyTorch>=1.8. Begin by running:
git clone https://github.com/ultralytics/yolov5
cd yolov5
pip install -r requirements.txtExplore Environments
You can run YOLOv5 in verified environments for convenience:
- Notebooks:
- Google Cloud: See GCP Quickstart Guide
- Amazon: See AWS Quickstart Guide
- Docker: See Docker Quickstart Guide
For your segmentation question, understanding the distinction between instance and semantic segmentation is crucial. Ensure your implementation aligns with your segmentation needs. If this is a bug report or if you encounter unexpected behavior, kindly provide a minimum reproducible example.
Check Our Latest
Don't miss out on our latest YOLOv8 🚀! Learn more at YOLOv8 Docs and get started with:
pip install ultralyticsFeel free to refer to the YOLOv5 GitHub Actions to verify active testing status:
Thank you for your patience, and we're excited to assist you further! 😊
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Question
Segmentation code is instance segmentation or semantic segmentation？ I am optimistic that many data are said to be instance segmentation, then I want to until how to let the target output of the same class is a different color mask?
Additional
No response