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ultralytics 8.2.20 new Analytics class with plotting visuals (#12955)

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Co-authored-by: UltralyticsAssistant <web@ultralytics.com>
Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
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Muhammad Rizwan Munawar 2024-05-23 19:54:53 +05:00 • committed by GitHub
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docs/en/guides/index.md
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@ -45,6 +45,8 @@ Here's a compilation of in-depth guides to help you master different aspects of
## Real-World Projects
![Ultralytics Solutions Thumbnail](https://github.com/RizwanMunawar/RizwanMunawar/assets/62513924/44c8b148-7a9d-43e4-b7bf-272a7ac4e636)
- [Object Counting](object-counting.md) 🚀 NEW: Explore the process of real-time object counting with Ultralytics YOLOv8 and acquire the knowledge to effectively count objects in a live video stream.
- [Object Cropping](object-cropping.md) 🚀 NEW: Explore object cropping using YOLOv8 for precise extraction of objects from images and videos.
- [Object Blurring](object-blurring.md) 🚀 NEW: Apply object blurring with YOLOv8 for privacy protection in image and video processing.
@ -58,6 +60,7 @@ Here's a compilation of in-depth guides to help you master different aspects of
- [Distance Calculation](distance-calculation.md) 🚀 NEW: Distance calculation, which involves measuring the separation between two objects within a defined space, is a crucial aspect. In the context of Ultralytics YOLOv8, the method employed for this involves using the bounding box centroid to determine the distance associated with user-highlighted bounding boxes.
- [Queue Management](queue-management.md) 🚀 NEW: Queue management is the practice of efficiently controlling and directing the flow of people or tasks, often through strategic planning and technology implementation, to minimize wait times and improve overall productivity.
- [Parking Management](parking-management.md) 🚀 NEW: Parking management involves efficiently organizing and directing the flow of vehicles in parking areas, often through strategic planning and technology integration, to optimize space utilization and enhance user experience.
- [Analytics](analytics.md) 📊 NEW: Analytics involves the systematic computational analysis of data or statistics. It is used for discovering, interpreting, and communicating significant patterns in data, and for applying data patterns towards effective decision-making. Analytics can be descriptive, predictive, or prescriptive in nature, and it is integral to data-driven strategies in various industries.
## Contribute to Our Guides