yolov8 boundingbox issue

[AqibRaza645]

Hi,i am trying to detect and track persons within specified region like a polygon but issue is that person has a trolley infront of him due to which half bounding box drawn on upper half of body and polygon region unable to detect that person even if he is in specified region

[UltralyticsAssistant]

👋 Hello @AqibRaza645, thank you for reaching out and using Ultralytics 🚀!

Understanding your challenge with bounding boxes, we recommend checking out our Docs for comprehensive guidance. The Python and CLI sections might offer useful insights for your use case.

If this is a 🐛 Bug Report, please provide a minimum reproducible example to help us investigate further.

For custom training ❓ questions, include as much detail as possible—such as dataset examples and training logs—and ensure you're following our Model Training Tips.

Join our vibrant community for more support! Chat with peers on Discord 🎧, explore discussions on Discourse, or join in on our Subreddit.

Upgrade

To ensure optimal performance, please upgrade to the latest ultralytics package:

pip install -U ultralytics

Make sure your environment is set up with Python>=3.8 and PyTorch>=1.8.

Environments

You can run YOLOv8 in these environments:

• Notebooks:
• Google Cloud: See GCP Quickstart Guide
• Amazon: See AWS Quickstart Guide
• Docker: See Docker Quickstart Guide

Status

This is an automated response, and an Ultralytics engineer will assist further with your query soon.

[glenn-jocher]

@AqibRaza645 to improve detection within a specified polygon, consider adjusting the model's confidence threshold or using a segmentation model for more precise region detection.