Learn Human Pose Estimation using YOLOv8 Pose and Ultralytics in Python.
Get Notebook link in comments for code
In this tutorial, we will:
✅ Detect human body keypoints
✅ Draw pose skeletons automatically
✅ Use YOLOv8 Pose model
✅ Run inference on Kaggle
✅ Understand COCO 17 Keypoints
✅ Build real-time pose estimation projects
Topics Covered:
• What is YOLOv8 Pose?
• What are Keypoints?
• Ultralytics YOLO Tutorial
• Human Pose Detection
• Skeleton Drawing
• Python Computer Vision
• Real-world AI Applications
Real-World Use Cases:
🔹 Surveillance & Security
🔹 Sports Analytics
🔹 Healthcare Monitoring
🔹 Fitness Tracking
🔹 Gesture Recognition
🔹 AR/VR Systems
🔹 Gaming Applications
🔹 Smart Human Activity Detection
Tools & Libraries:
• Python
• OpenCV
• Ultralytics
• YOLOv8
• Matplotlib
• Kaggle Notebook
Code includes:
✔ Shortest YOLOv8 Pose Code
✔ Automatic Skeleton Drawing
✔ Keypoint Visualization
✔ Save Output Images
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#YOLOv8 #PoseDetection #Ultralytics #ComputerVision #Python #AI
