roboflow/supervision
Apr 2025 – Jul 2025
2 Months active
Languages Used
PythonJavaScriptMarkdownNumPyYAML
Technical Skills
Backend DevelopmentBug FixingCode OptimizationCode RefactoringCommand Line InterfaceConfiguration Management
soumik12345
PROFILE
Soumik12345
Soumik Rakshit contributed to the roboflow/supervision repository by developing and refining features for video processing, object detection, and API clarity. Over two months, he enhanced the video annotation pipeline with configurable frame limits and progress tracking, improved label handling for custom data, and stabilized demo reliability through targeted bug fixes. His work included modernizing APIs, expanding test coverage, and integrating large language models such as Qwen and Google Gemini. Using Python, NumPy, and YAML, Soumik focused on backend development, code quality, and documentation, resulting in a more robust, maintainable codebase that streamlines integration and improves user experience.
Overall Statistics
Feature vs Bugs
90%Features
Repository Contributions
57Total
Bugs
2
Commits
57
Features
19
Lines of code
2,093
Activity Months2
Your Network
23 peopleWork History
July 2025
49 Commits • 17 Features
Jul 1, 2025July 2025: Focused on stabilizing demos, API clarity, and testing while advancing integration capabilities. Key outcomes include a critical bug fix for the video tracking demo, new Qwen example, API clarity improvements with box_iou exposure and overlap_metric rename, and deprecation of older DetectionDataset.images. Expanded testing and documentation, including Google Gemini integration tests and mask_non_max_merge coverage. Also updated the DeepSeek VL2 integration for improved interoperability. These changes improve reliability, reduce onboarding friction, and enhance business value by enabling faster integration flows and clearer API usage. Demonstrated strengths in Python code quality, API design, testing, and CI hygiene.
49 Commits • 17 Features
Jul 1, 2025July 2025: Focused on stabilizing demos, API clarity, and testing while advancing integration capabilities. Key outcomes include a critical bug fix for the video tracking demo, new Qwen example, API clarity improvements with box_iou exposure and overlap_metric rename, and deprecation of older DetectionDataset.images. Expanded testing and documentation, including Google Gemini integration tests and mask_non_max_merge coverage. Also updated the DeepSeek VL2 integration for improved interoperability. These changes improve reliability, reduce onboarding friction, and enhance business value by enabling faster integration flows and clearer API usage. Demonstrated strengths in Python code quality, API design, testing, and CI hygiene.
July 2025
April 2025
8 Commits • 2 Features
Apr 1, 2025April 2025 monthly summary for roboflow/supervision: Delivered feature enhancements for video processing and expanded labeling support, coupled with targeted bug fixes to improve reliability and performance across the video annotation pipeline. The work resulted in more configurable, robust processing, better user feedback, and broader label compatibility, enabling teams to process video data more efficiently and with fewer failures.
April 2025
8 Commits • 2 Features
Apr 1, 2025April 2025 monthly summary for roboflow/supervision: Delivered feature enhancements for video processing and expanded labeling support, coupled with targeted bug fixes to improve reliability and performance across the video annotation pipeline. The work resulted in more configurable, robust processing, better user feedback, and broader label compatibility, enabling teams to process video data more efficiently and with fewer failures.
Activity
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Quality Metrics
Correctness94.6%
Maintainability95.6%
Architecture91.8%
Performance91.6%
AI Usage23.0%
Skills & Technologies
Programming Languages
JavaScriptMarkdownNumPyPythonYAML
Technical Skills
AI IntegrationAPI DesignAPI IntegrationBackend DevelopmentBug FixingChangelog ManagementCode DocumentationCode ExamplesCode FormattingCode OptimizationCode OrganizationCode Quality ImprovementCode RefactoringCode StandardizationCommand Line Interface
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