Human Pose Estimation &
Keypoint Detection
Advanced skeletal tracking and pose analysis for industrial safety monitoring, ergonomic assessment, and human motion analytics with real-time processing capabilities.
Understanding Human Motion Analytics
Human pose estimation combines computer vision and deep learning to identify and track key anatomical landmarks, enabling comprehensive analysis of human movement and posture.
Pose Detection Pipeline
Human Detection
Identify and localize human figures in the scene using advanced object detection algorithms.
Keypoint Localization
Extract precise coordinates of anatomical landmarks such as joints, limbs, and body parts.
Skeletal Structure
Connect keypoints to form skeletal representation and analyze movement patterns and postures.
Motion Analysis
Process temporal sequences to understand motion dynamics, ergonomics, and activity recognition.
Standard Human Keypoints
- • Head/Nose
- • Neck
- • Shoulders (L/R)
- • Elbows (L/R)
- • Wrists (L/R)
- • Hips (L/R)
- • Knees (L/R)
- • Ankles (L/R)
- • Eyes (L/R)
- • Ears (L/R)
GaugeSnap Pose Detection
Advanced Pose Estimation Techniques
2D Pose Estimation
Top-down Approach
First detect humans, then estimate pose for each person. Higher accuracy but computationally more expensive.
Bottom-up Approach
Detect all keypoints first, then group them into individual poses. More efficient for multiple people.
Real-time Models
Lightweight models optimized for speed and mobile deployment while maintaining reasonable accuracy.
3D Pose Estimation
3D Estimation Methods
GaugeSnap 3D Pose Performance
Leading 3D Algorithms
Pose Estimation & Keypoints
การประมาณท่าทาง & จุดสำคัญ - เทคนิคการระบุท่าทางและจุดสำคัญ
Human Pose Estimation
2D Pose Estimation
- OpenPose - Multi-person 2D pose estimation
- PoseNet - Lightweight 2D pose
- HRNet - High-Resolution Networks
- AlphaPose - Accurate multi-person pose
3D Pose Estimation
- VideoPose3D - Video-based 3D pose
- PoseLifter - 2D to 3D lifting
- MediaPipe Pose - Real-time 3D pose
- SMPL - Statistical body model
Keypoint Detection
Body Keypoints
- 17-point COCO - Standard body keypoints
- 25-point Body_25 - Extended body model
- Hand Keypoints - 21 hand landmarks
- Face Keypoints - 68 facial landmarks
Object Keypoints
- Vehicle Keypoints - ล้อ, ประตู, ไฟ
- Animal Pose - ท่าทางสัตว์
- Custom Objects - จุดสำคัญเฉพาะ
การประยุกต์ใช้งาน
- Sports Analysis - วิเคราะห์ท่าทางนักกีฬา
- Healthcare - ติดตามการฟื้นฟูสุขภาพ
- • RULA/REBA scoring
- • Lifting posture analysis
- • Repetitive motion detection
- • PPE compliance verification
- • Fall risk assessment
- • Confined space monitoring
- • Technique optimization
- • Performance benchmarking
- • Learning progress tracking
- • Posture degradation analysis
- • Movement efficiency tracking
- • Break recommendation system
- • Motion time study
- • Workflow optimization
- • Quality control monitoring
- • Daily activity tracking
- • Stretch & exercise prompts
- • Health trend analysis
Industrial Applications
Transform workplace safety and efficiency with advanced human pose analysis for ergonomics, safety compliance, and productivity optimization
Ergonomics Assessment
Analyze worker posture and movement patterns to identify ergonomic risks and prevent workplace injuries.
Safety Protocol Monitoring
Monitor compliance with safety procedures, detect unsafe postures, and ensure proper use of equipment.
Training & Skill Assessment
Evaluate worker technique, provide real-time feedback, and track skill development through motion analysis.
Fatigue & Stress Detection
Monitor worker fatigue levels through posture changes and movement patterns to prevent accidents and optimize breaks.
Assembly Line Optimization
Analyze assembly operations to identify bottlenecks, optimize worker movements, and improve overall productivity.
Workplace Wellness
Promote workplace wellness through posture monitoring, exercise recommendations, and health analytics.
Ready to Revolutionize Workplace Safety?
Transform your workplace with advanced human pose analysis. Enhance safety, improve ergonomics, and boost productivity with real-time motion intelligence.