New 🌟 Queue-Management code & docs

[RizwanMunawar]

@glenn-jocher

🛠️ PR Summary

_{Made with ❤️ by Ultralytics Actions}

🌟 Summary

Introducing Queue Management: Optimize flow and minimize wait times with the latest Ultralytics update! 🚀

📊 Key Changes

• 📈 New Guide on Queue Management: A fresh documentation guide has been added to explain how queue management can be efficiently handled using Ultralytics technology.
• 👁️ Queue Management Feature: A new feature for managing queues using the YOLOv8 model, including object counting and tracking, to improve efficiency and reduce waiting times in various settings like airports, retail, and more.
• 🔧 Code Examples and Instructions: Provided detailed code snippets and instructions for implementing queue management in both general and specific scenarios.
• 📚 Additional Parameters: Introduced optional arguments for further customization, such as drawing tracking lines, adjusting bounding box thickness, and selecting specific classes for queue management.

🎯 Purpose & Impact

• 📉 Reduce Waiting Times: By organizing and controlling queues more effectively, this feature aims to minimize waiting times, enhancing customer satisfaction across multiple industries.
• 🚀 Boost Productivity: Helps businesses streamline operations by providing insights and tools to manage queues efficiently, leading to better resource allocation and overall productivity.
• 🤖 Expand Application Scenarios: With this addition, Ultralytics broadens the range of real-world applications where its technology can be applied, from traffic management to public service areas, offering versatile solutions for dynamic environments.

[codecov]

Codecov Report

Attention: Patch coverage is 0.97087% with 102 lines in your changes are missing coverage. Please review.

Project coverage is 75.95%. Comparing base (959acf6) to head (9d7a2c5).

❗ Current head 9d7a2c5 differs from pull request most recent head 9339c27. Consider uploading reports for the commit 9339c27 to get more accurate results

Files	Patch %	Lines
ultralytics/solutions/queue_management.py	0.00%	87 Missing ⚠️
ultralytics/utils/plotting.py	6.25%	15 Missing ⚠️

Additional details and impacted files

@@            Coverage Diff             @@
##             main    #9494      +/-   ##
==========================================
- Coverage   79.70%   75.95%   -3.75%     
==========================================
  Files         120      121       +1     
  Lines       15174    15277     +103     
==========================================
- Hits        12094    11604     -490     
- Misses       3080     3673     +593     

Flag	Coverage Δ
Benchmarks	35.82% <0.97%> (-0.54%)	⬇️
GPU	37.98% <0.97%> (-0.26%)	⬇️
Tests	71.41% <0.97%> (-3.96%)	⬇️

Flags with carried forward coverage won't be shown. Click here to find out more.

☔ View full report in Codecov by Sentry.
📢 Have feedback on the report? Share it here.