cvat-ai/cvat
May 2026 – May 2026
1 Month active
Languages Used
MarkdownPython
Technical Skills
Code Quality ImprovementComputer VisionData manipulationError handlingMachine LearningPyTorch
Andrei Strongin
PROFILE
Andrei Strongin
Worked on enhancing the CVAT SDK within the cvat-ai/cvat repository, focusing on improving instance mask extraction and shape handling for computer vision workflows. Used Python and PyTorch to expand supported shape types, refine rotation checks, and improve bounding box and mask extraction methods. Removed support for rectangle and ellipse shapes to streamline the API, updated the draw_mask behavior, and added comprehensive tests and changelog entries for traceability. Addressed user-facing warnings and lint issues, ensuring code quality and stability in continuous integration. These updates improved extraction accuracy and made downstream integration smoother for clients working with instance masks.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
9Total
Bugs
0
Commits
9
Features
1
Lines of code
141
Activity Months1
Your Network
42 peopleSame Organization
@cvat.ai10
Shared Repositories
32
Work History
May 2026
9 Commits • 1 Features
May 1, 2026May 2026: Delivered significant CVAT SDK enhancements focused on ExtractInstanceMasks and shape handling for the cvat-ai/cvat repo. Removed support for rectangle and ellipse shapes, expanded supported shape types, refined rotation checks, and improved bounding box and mask extraction methods. Updated draw_mask behavior, added changelog entries and tests, and consolidated lint/import cleanup. Added PR links to changelog for traceability. Fixed user-facing warnings and lint issues to improve stability in CI and downstream usage. These changes enhance extraction accuracy, reliability, and developer experience, enabling smoother integration for clients using instance masks.
9 Commits • 1 Features
May 1, 2026May 2026: Delivered significant CVAT SDK enhancements focused on ExtractInstanceMasks and shape handling for the cvat-ai/cvat repo. Removed support for rectangle and ellipse shapes, expanded supported shape types, refined rotation checks, and improved bounding box and mask extraction methods. Updated draw_mask behavior, added changelog entries and tests, and consolidated lint/import cleanup. Added PR links to changelog for traceability. Fixed user-facing warnings and lint issues to improve stability in CI and downstream usage. These changes enhance extraction accuracy, reliability, and developer experience, enabling smoother integration for clients using instance masks.
May 2026
Activity
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Quality Metrics
Correctness97.8%
Maintainability95.6%
Architecture95.6%
Performance95.6%
AI Usage20.0%
Skills & Technologies
Programming Languages
MarkdownPython
Technical Skills
Code Quality ImprovementComputer VisionData manipulationError handlingMachine LearningPyTorchPythonPython developmentSoftware DevelopmentSoftware Testingbackend developmentcode quality improvementdocumentationlintingsoftware engineering
Repositories Contributed To
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