Ergonomic Posture Evaluation , I need an AI specialist to create a system monitoring workplace ergonomics. Your tasks include:- Collecting worker footage as they perform tasks- Implementing a human pose estimation model like OpenPose or MediaPipe- Develop
Budget: ₹600 – ₹1,500 INR
Human Pose Estimation for Ergonomics Analysis
Industrial Engineering Relevance: Enhances workplace safety, improves ergonomics, and reduces worker fatigue by analyzing posture in real-time.
What you’ll do:
Collect video data of workers performing tasks.
Implement a pose estimation model (e.g., OpenPose or MediaPipe).
Develop algorithms to analyze ergonomic risks (e.g., awkward postures).
Visualize results and provide feedback on worker posture.
Worker Fatigue Detection Using Facial Expression Analysis
Industrial Engineering Relevance: Enhances workplace safety, reduces accidents, and improves productivity by detecting worker fatigue.
What you’ll do:
Collect video data of workers' facial expressions.
Train a model to detect fatigue using facial features.
Develop a system to monitor fatigue trends over time.
Test the system on a small-scale workplace dataset.
PPE Detection Across the Plant: Using computer vision techniques to ensure the safety of our workers by detecting and alerting on PPE usage in real time.
Industrial Engineering Relevance: Enhances workplace safety, improves ergonomics, and reduces worker fatigue by analyzing posture in real-time.
What you’ll do:
Collect video data of workers performing tasks.
Implement a pose estimation model (e.g., OpenPose or MediaPipe).
Develop algorithms to analyze ergonomic risks (e.g., awkward postures).
Visualize results and provide feedback on worker posture.
Worker Fatigue Detection Using Facial Expression Analysis
Industrial Engineering Relevance: Enhances workplace safety, reduces accidents, and improves productivity by detecting worker fatigue.
What you’ll do:
Collect video data of workers' facial expressions.
Train a model to detect fatigue using facial features.
Develop a system to monitor fatigue trends over time.
Test the system on a small-scale workplace dataset.
PPE Detection Across the Plant: Using computer vision techniques to ensure the safety of our workers by detecting and alerting on PPE usage in real time.