Computer Vision
Completed
Featured
openpose-detect-hands-with-heatmap
Hand Detection with Visualization
A simply application for using OpenPose model for detecting hands and showing the visualization with a heatmap.
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Overview
An advanced computer vision application that leverages OpenPose for hand detection and provides intuitive heatmap visualizations. This tool is particularly useful for gesture analysis, motion studies, and interactive applications requiring hand tracking.
Key Features
Real-time hand detection
Heatmap visualization
Motion tracking
Multi-hand support
Customizable visualization parameters
Challenges
Real-time processing requirements
Accuracy in various lighting conditions
Multiple hand detection
Smooth visualization rendering
Solutions
Optimized OpenPose model integration
Implemented adaptive thresholding
Built efficient tracking algorithms
Created smooth heatmap animations
Results & Impact
Achieved real-time hand tracking
High accuracy in various conditions
Smooth heatmap visualizations
Popular in research community
Project Info
Role
Creator & Maintainer
Timeline
2020 - 2021
1 year
Technologies
PythonOpenPoseOpenCVNumPyMatplotlibComputer Vision