OpenHUTB/nn
Sep 2025 – Dec 2025
4 Months active
Languages Used
MarkdownPython
Technical Skills
DocumentationComputer VisionDeep LearningKalman FiltersObject TrackingPygame
MKHQ07
PROFILE
Mkhq07
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
18Total
Bugs
0
Commits
18
Features
6
Lines of code
5,897
Activity Months4
Your Network
159 people
Work History
December 2025
12 Commits • 2 Features
Dec 1, 2025December 2025 highlights: Delivered an end-to-end autonomous drone platform with robust perception, planning, and visualization capabilities, and improved project documentation for the driverless car simulation. The work drives业务价值 by enabling safer, more capable autonomous operations and faster onboarding for new contributors.
12 Commits • 2 Features
Dec 1, 2025December 2025 highlights: Delivered an end-to-end autonomous drone platform with robust perception, planning, and visualization capabilities, and improved project documentation for the driverless car simulation. The work drives业务价值 by enabling safer, more capable autonomous operations and faster onboarding for new contributors.
December 2025
November 2025
3 Commits • 1 Features
Nov 1, 2025Month 2025-11: Delivered an end-to-end Deep Learning Drone Control and Visualization System for the OpenHUTB/nn repository. Implemented key capabilities including height/altitude maintenance, speed control, and balance stabilization, underpinned by a physics-model integration and neural-network controller, with a real-time visualization UI. The changes include milestone commits that established the core control loops and UI, setting the foundation for autonomous flight and rapid iteration through training routines.
November 2025
3 Commits • 1 Features
Nov 1, 2025Month 2025-11: Delivered an end-to-end Deep Learning Drone Control and Visualization System for the OpenHUTB/nn repository. Implemented key capabilities including height/altitude maintenance, speed control, and balance stabilization, underpinned by a physics-model integration and neural-network controller, with a real-time visualization UI. The changes include milestone commits that established the core control loops and UI, setting the foundation for autonomous flight and rapid iteration through training routines.
October 2025
2 Commits • 2 Features
Oct 1, 2025OpenHUTB/nn — 2025-10: Delivered two major features to enhance UAV autonomy and perception in a simulated environment, enabling DL-driven control experiments and real-time tracking with live visualization. Focus across the month was feature delivery and integration, with groundwork laid for model-based control and perception pipelines. No explicit major bugs fixed in this period.
2 Commits • 2 Features
Oct 1, 2025OpenHUTB/nn — 2025-10: Delivered two major features to enhance UAV autonomy and perception in a simulated environment, enabling DL-driven control experiments and real-time tracking with live visualization. Focus across the month was feature delivery and integration, with groundwork laid for model-based control and perception pipelines. No explicit major bugs fixed in this period.
October 2025
September 2025
1 Commits • 1 Features
Sep 1, 2025September 2025 monthly summary for OpenHUTB/nn: focused on establishing a documentation foundation for the driverless car/drone topic and aligning cross-team efforts. Delivered initial topic documentation and created a repeatable pattern for scoping future work. No recorded major bug fixes this month. Commit activity was minimal but impactful, setting up the groundwork for ongoing feature work.
September 2025
1 Commits • 1 Features
Sep 1, 2025September 2025 monthly summary for OpenHUTB/nn: focused on establishing a documentation foundation for the driverless car/drone topic and aligning cross-team efforts. Delivered initial topic documentation and created a repeatable pattern for scoping future work. No recorded major bug fixes this month. Commit activity was minimal but impactful, setting up the groundwork for ongoing feature work.
Activity
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Quality Metrics
Correctness87.8%
Maintainability86.6%
Architecture87.8%
Performance85.4%
AI Usage47.8%
Skills & Technologies
Programming Languages
MarkdownPython
Technical Skills
CNNComputer VisionData VisualizationDeep LearningDocumentationImage ProcessingKalman FilteringKalman FiltersMachine LearningObject TrackingPyTorchPygamePythonPython programmingQ-Learning
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