roboflow/supervision
Oct 2024 – Dec 2024
3 Months active
Languages Used
PythonBashMarkdownTOMLYAMLC++
Technical Skills
Bug FixingComputer VisionData HandlingData ScienceMachine LearningMachine Learning Metrics
LinasKo
PROFILE
Linasko
Over three months, Link Ondrackis contributed to the roboflow/supervision repository by developing and refining features for computer vision workflows, focusing on object detection, tracking, and annotation. He implemented oriented bounding box metrics, improved video processing, and enhanced inference compatibility, using Python and NumPy to ensure robust data handling and metric calculations. His work included refactoring algorithms for tracking accuracy, stabilizing dependencies, and expanding documentation for developer usability. By addressing bugs in frame handling and data indexing, and introducing utilities for keypoint detection and annotation, Link delivered depth in both feature development and code quality, supporting reliable, maintainable machine learning pipelines.
Overall Statistics
Feature vs Bugs
70%Features
Repository Contributions
69Total
Bugs
9
Commits
69
Features
21
Lines of code
5,319
Activity Months3
Your Network
22 people
Work History
December 2024
11 Commits • 5 Features
Dec 1, 2024December 2024 (roboflow/supervision) delivered robustness improvements and stability enhancements across inference results, annotators, and tooling, with clear business value in reliability and developer productivity. The work focused on ensuring correct handling of Diverse result formats, safer data indexing, and stable dependencies, while simplifying download paths and improving documentation.
11 Commits • 5 Features
Dec 1, 2024December 2024 (roboflow/supervision) delivered robustness improvements and stability enhancements across inference results, annotators, and tooling, with clear business value in reliability and developer productivity. The work focused on ensuring correct handling of Diverse result formats, safer data indexing, and stable dependencies, while simplifying download paths and improving documentation.
December 2024
November 2024
53 Commits • 15 Features
Nov 1, 2024November 2024 (2024-11) monthly summary for roboflow/supervision focused on delivering robust tracking features, stabilizing core components, and strengthening release readiness. The team drove improvements across tracking accuracy, video handling, and developer experience, while expanding documentation and testing to support reliable adoption and ongoing velocity.
November 2024
53 Commits • 15 Features
Nov 1, 2024November 2024 (2024-11) monthly summary for roboflow/supervision focused on delivering robust tracking features, stabilizing core components, and strengthening release readiness. The team drove improvements across tracking accuracy, video handling, and developer experience, while expanding documentation and testing to support reliable adoption and ongoing velocity.
October 2024
5 Commits • 1 Features
Oct 1, 2024Month: 2024-10 | Repository: roboflow/supervision. Key features delivered: Oriented Bounding Box (OBB) metrics support and improvements enabling multi-metric evaluation (precision, recall, F1, mAP) with integration of oriented_box_iou_batch, updated OBB IoU calculations, handling empty detections, and expanded metric targets for more accurate reporting. Commit coverage includes: 02735848b5cf19224842255017a8282c2e80114c; 37f0ad8b1432401704b79f48311724a19d73aaca; d1c07bc106d9f8fe24cad933fed10382748cfa32.
5 Commits • 1 Features
Oct 1, 2024Month: 2024-10 | Repository: roboflow/supervision. Key features delivered: Oriented Bounding Box (OBB) metrics support and improvements enabling multi-metric evaluation (precision, recall, F1, mAP) with integration of oriented_box_iou_batch, updated OBB IoU calculations, handling empty detections, and expanded metric targets for more accurate reporting. Commit coverage includes: 02735848b5cf19224842255017a8282c2e80114c; 37f0ad8b1432401704b79f48311724a19d73aaca; d1c07bc106d9f8fe24cad933fed10382748cfa32.
October 2024
Activity
Loading activity data...
Quality Metrics
Correctness94.0%
Maintainability95.0%
Architecture92.2%
Performance89.2%
AI Usage20.0%
Skills & Technologies
Programming Languages
BashC++MarkdownPythonTOMLYAML
Technical Skills
API DesignAlgorithm DevelopmentAlgorithm RefactoringAsset ManagementBug FixBug FixingCI/CDChangelog ManagementCode ClarityCode CleanupCode ExamplesCode ReadabilityCode RefactoringComputer VisionConfiguration Management
Repositories Contributed To
Overview of all repositories you've contributed to across your timeline