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MissouriMRDT

PROFILE

Missourimrdt

During April 2025, this developer enhanced marker-based navigation and ArUco tag detection in the MissouriMRDT/Autonomy_Software repository, focusing on safer autonomous operation in robotics. They implemented robust navigation logic in C and C++ to disable GNSS fusion for group navigation, increase motor power, and enforce positional tracking across all cameras. The system now initiates a stop-and-return behavior when markers are not detected, reducing drift risk. Updates to the TorchScript model path improved ArUco detection accuracy and stability, while visual noise was minimized by suppressing detector frame overlays. These targeted changes were validated through focused testing, demonstrating depth in computer vision and embedded systems.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

2Total
Bugs
0
Commits
2
Features
1
Lines of code
42
Activity Months1

Work History

April 2025

2 Commits • 1 Features

Apr 1, 2025

In April 2025, MissouriMRDT/Autonomy_Software delivered key enhancements to marker-based navigation and ArUco detection, driving safer autonomous operation and improved detection accuracy. The team implemented robust navigation changes to operate effectively in marker-rich environments, including disabling GNSS fusion for group navigation, increasing motor power for reliable motion, and enforcing positional tracking across all cameras. A stop-and-return behavior was added when a marker isn't detected, reducing risk of drift. The ArUco tag detector TorchScript model path was updated to a newer version, improving detection accuracy and inference stability. Visual noise from the detector overlay was reduced by suppressing the tag detector frame display. These changes were validated through targeted testing, aligning with performance and reliability goals for mission-critical autonomy.

Activity

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Quality Metrics

Correctness90.0%
Maintainability90.0%
Architecture90.0%
Performance80.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

CC++

Technical Skills

Computer VisionConfiguration ManagementEmbedded SystemsRobotics

Repositories Contributed To

1 repo

Overview of all repositories you've contributed to across your timeline

MissouriMRDT/Autonomy_Software

Apr 2025 Apr 2025
1 Month active

Languages Used

CC++

Technical Skills

Computer VisionConfiguration ManagementEmbedded SystemsRobotics

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