CV Studio - Computer Vision Toolkit
Open Source Project
CV Studio: OpenCV User Interface Toolkit
A cross-platform user interface toolkit designed to simplify complex OpenCV tasks, particularly focusing on Haar Cascade training and computer vision workflows. CV Studio demonstrates expertise in C++ development, computer vision, and GUI framework design.
Project Objectives
- Simplify OpenCV Workflows: Reduce complexity in computer vision development
- Cross-Platform GUI: Unified interface across different operating systems
- Haar Cascade Training: Specialized tools for object detection model training
- Future HOG Support: Planned expansion to Histogram of Oriented Gradients
Technical Implementation
- C++ Core (90.4% of codebase): High-performance computer vision processing
- Cross-Platform Design: Compatible with Windows, macOS, and Linux
- OpenCV Integration: Deep integration with OpenCV libraries
- MIT License: Open source and commercially friendly
Computer Vision Focus
- Object detection and recognition workflows
- Training data preparation and management
- Model validation and testing tools
- Performance optimization for CV pipelines
Skills Demonstrated
- Advanced C++ programming and GUI development
- Computer vision and machine learning expertise
- Cross-platform software architecture
- OpenCV library integration and optimization
- Open source project management
Key Achievements
• Designed cross-platform computer vision toolkit using C++
• Created specialized tools for Haar Cascade training workflows
• Implemented OpenCV integration for complex CV tasks
• Built user-friendly interface for technical computer vision operations
• Released as open source project under MIT license
Technologies Used
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Tool/Platform
C++
Computer Vision
GUI Development
Machine Learning
OpenCV
Quick Stats
Duration
2 years, 11 months
Technologies
5 skills
Type
Personal Project