Analyze images to detect human poses
Detect and visualize poses in videos
Detect 3D object poses in images
Track body poses using a webcam
Analyze workout posture in real-time
Create a video using aligned poses from an image and a dance video
Testing Human Stance detection
Generate pose estimates for humans, vehicles, and animals in images
Analyzez une vidéo de danse et affichez les poses 3D
Transform pose in an image using another image
Detect and highlight key joints in an image
Visualize pose-format components and points.
A visual scorer of two dance videos
Mediapipe Pose Estimation is a cutting-edge AI tool developed by Google for analyzing images and detecting human poses. It is part of the Mediapipe framework, an open-source library designed for media processing. This tool enables the identification of key body landmarks, allowing for accurate human pose tracking in real-time or pre-recorded media.
• Real-time Processing: Capable of detecting human poses in real-time video streams.
• Cross-Platform Compatibility: Supports Android, iOS, and desktop applications.
• Multiple Models: Offers lightweight and full pose models to balance accuracy and performance.
• Customizable: Allows tuning for specific use cases like exercise tracking or dance analysis.
• Integration: Seamlessly integrates with other Mediapipe tools for comprehensive media analysis.
• User-Friendly API: Simplifies pose detection with pre-built components and minimal setup.
pip install mediapipe).1. What platforms does Mediapipe Pose Estimation support?
Mediapipe Pose Estimation supports Android, iOS, and desktop platforms, making it versatile for cross-platform applications.
2. Can it detect poses in multiple people simultaneously?
Yes, Mediapipe Pose Estimation can detect poses for multiple people in the same image or video frame.
3. How accurate is the pose estimation?
The accuracy depends on the model chosen. The full pose model offers higher accuracy, while the lightweight model provides faster processing with slightly reduced precision.