OpenHUTB/nn
Apr 2026 – Apr 2026
1 Month active
Languages Used
Python
Technical Skills
Computer VisionMachine LearningOpenCVPythonalgorithm developmentcomputer vision
3kyoo
PROFILE
3kyoo
Worked on the OpenHUTB/nn repository to deliver major enhancements to a vehicle counting system, focusing on production-ready workflow improvements. Developed adaptive detection regions that automatically adjust based on vehicle positions, integrated real-world speed metrics with smoothing, and added FPS display and anomaly detection to improve accuracy and robustness. Implemented unified keyboard shortcuts for video processing control, enabling operators to manage tasks such as saving screenshots and frame-by-frame playback across scripts. Leveraged Python, OpenCV, and machine learning techniques to strengthen detection logic, streamline operator experience, and reduce edge-case miscounts, resulting in a more efficient and reliable computer vision workflow.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
5Total
Bugs
0
Commits
5
Features
2
Lines of code
545
Activity Months1
Your Network
263 peopleWork History
April 2026
5 Commits • 2 Features
Apr 1, 2026OpenHUTB/nn — 2026-04 Monthly Summary: Delivered major enhancements to the vehicle counting workflow and operator controls, driving accuracy, visibility, and workflow efficiency for production use.
5 Commits • 2 Features
Apr 1, 2026OpenHUTB/nn — 2026-04 Monthly Summary: Delivered major enhancements to the vehicle counting workflow and operator controls, driving accuracy, visibility, and workflow efficiency for production use.
April 2026
Activity
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Quality Metrics
Correctness88.0%
Maintainability84.0%
Architecture84.0%
Performance84.0%
AI Usage28.0%
Skills & Technologies
Programming Languages
Python
Technical Skills
Computer VisionMachine LearningOpenCVPythonalgorithm developmentcomputer visiondata analysiskeyboard event handlingmachine learningvideo processing
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