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Ashp116

PROFILE

Ashp116

Ash built and enhanced core utilities for the roboflow/supervision repository, focusing on improving model evaluation and visualization workflows. Using Python and leveraging skills in computer vision and data visualization, Ash developed a robust box_iou utility with comprehensive documentation, enabling more accurate geometric calculations. He introduced a SplineAnnotator for smooth trajectory visualization, configurable through hyperparameters, and unified smoothing logic in the TraceAnnotator with a flexible flag. Ash also addressed a bug in the sv.move_oriented_boxes function, ensuring correct box movement. These contributions deepened the module’s reliability and usability, supporting both backend robustness and developer onboarding through clear documentation.

Overall Statistics

Feature vs Bugs

75%Features

Repository Contributions

11Total
Bugs
1
Commits
11
Features
3
Lines of code
316
Activity Months1

Work History

July 2025

11 Commits • 3 Features

Jul 1, 2025

July 2025 highlights major progress in the roboflow/supervision module focused on robust utilities, enhanced visualization, and quality improvements. Key features delivered include a new box_iou utility with comprehensive documentation and strengthened robustness; a SplineAnnotator for smooth trajectory visualization with hyperparameter-driven smoothing; and unified TraceAnnotator smoothing integration via a configurable smooth flag. A bug fix corrected the input variable name for sv.move_oriented_boxes to ensure proper box movement, plus documentation improvements and pre-commit hygiene. These changes improve tracking accuracy, visualization reliability, and developer onboarding, delivering measurable business value in model evaluation pipelines and UI-assisted analytics.

Activity

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Quality Metrics

Correctness93.6%
Maintainability97.2%
Architecture91.0%
Performance81.8%
AI Usage20.0%

Skills & Technologies

Programming Languages

MarkdownPython

Technical Skills

Backend DevelopmentBug FixBug FixingCode RefactoringComputer VisionData AnnotationData VisualizationDocumentationGeometryImage ProcessingPython DevelopmentSoftware Development

Repositories Contributed To

1 repo

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

roboflow/supervision

Jul 2025 Jul 2025
1 Month active

Languages Used

MarkdownPython

Technical Skills

Backend DevelopmentBug FixBug FixingCode RefactoringComputer VisionData Annotation