luxonis/depthai-core
Feb 2025 – Feb 2026
7 Months active
Languages Used
C++CMakePythonJSON
Technical Skills
C++ DevelopmentCMakeComputer VisionDepth PerceptionEmbedded SystemsBuild System Configuration
jakaskerl
PROFILE
Jakaskerl
Jaka Skerl contributed to the luxonis/depthai-core repository by developing features and infrastructure that improved device management, testing reliability, and computer vision workflows. He implemented a stereo depth visualization demo in C++ and enhanced the Device Manager’s UX and stability, addressing crash scenarios through careful debugging of PyBind bindings. Jaka streamlined test harnesses and on-device test execution using CMake and Python scripting, increasing CI reliability and coverage for calibration and extrinsics logic. He also simplified stereo camera example usage and maintained Python dependencies, ensuring smoother onboarding and safer releases. His work demonstrated depth in C++, Python, and build system configuration.
Overall Statistics
Feature vs Bugs
88%Features
Repository Contributions
16Total
Bugs
1
Commits
16
Features
7
Lines of code
2,931
Activity Months7
Your Network
37 peopleShared Repositories
37
Work History
February 2026
1 Commits
Feb 1, 2026February 2026 monthly summary focusing on stability and reliability improvements in luxonis/depthai-core, with emphasis on the Device Manager module and PyBind integration. Delivered a crash fix and hardened factory reset flow, contributing to more robust device control and improved user onboarding. Overall impact includes reduced crash surface, more predictable device lifecycle, and lower support overhead. Demonstrated skills in debugging PyBind bindings, Python/C++ integration, and change management in core repository.
1 Commits
Feb 1, 2026February 2026 monthly summary focusing on stability and reliability improvements in luxonis/depthai-core, with emphasis on the Device Manager module and PyBind integration. Delivered a crash fix and hardened factory reset flow, contributing to more robust device control and improved user onboarding. Overall impact includes reduced crash surface, more predictable device lifecycle, and lower support overhead. Demonstrated skills in debugging PyBind bindings, Python/C++ integration, and change management in core repository.
February 2026
September 2025
3 Commits • 2 Features
Sep 1, 2025September 2025 highlights for luxonis/depthai-core: delivered two developer-facing features and refreshed core dependencies to improve stability, onboarding, and future readiness. Focused on simplifying stereo camera example usage and updating Python package dependencies to current releases.
September 2025
3 Commits • 2 Features
Sep 1, 2025September 2025 highlights for luxonis/depthai-core: delivered two developer-facing features and refreshed core dependencies to improve stability, onboarding, and future readiness. Focused on simplifying stereo camera example usage and updating Python package dependencies to current releases.
August 2025
1 Commits • 1 Features
Aug 1, 2025Monthly summary for 2025-08 focused on delivering UX improvements and streamlined workflows in luxonis/depthai-core Device Manager. The key update enhances device discovery, information visibility, and streaming initiation, contributing to faster device setup and reduced user friction.
1 Commits • 1 Features
Aug 1, 2025Monthly summary for 2025-08 focused on delivering UX improvements and streamlined workflows in luxonis/depthai-core Device Manager. The key update enhances device discovery, information visibility, and streaming initiation, contributing to faster device setup and reduced user friction.
August 2025
July 2025
4 Commits • 1 Features
Jul 1, 2025July 2025 monthly summary for luxonis/depthai-core focusing on the CalibrationHandler extrinsics work. Key deliverables centered on expanding test coverage, infrastructure improvements, and maintainability to reduce regression risk and accelerate safe releases. Key highlights: - Feature delivered: Comprehensive testing coverage for CalibrationHandler.getCameraExtrinsics and getExtrinsics, evaluating scenarios including invalid IDs, unconnected origins, direct links, same-origin cameras, multiple independent origins, cycles, and complex chained extrinsics composition. - Test infrastructure improvements: Updates to CMakeLists.txt and spdlog linking to ensure reliable test execution and consistent logging in test runs. - Quality and maintainability: Minor formatting cleanup in the test file to improve readability and maintainability. Impact and value: - Increased confidence in depthai-core’s extrinsics computations, enabling safer releases and faster iteration for downstream vision and depth-processing features. - Enhanced regression protection for calibration workflows, reducing risk of breakages in production deployments. Technologies/skills demonstrated: - C++ testing, test infrastructure (CMake), logging integration (spdlog), and test suite maintenance. - Complex scenario coverage for graph-like extrinsics relationships, contributing to more robust calibration features.
July 2025
4 Commits • 1 Features
Jul 1, 2025July 2025 monthly summary for luxonis/depthai-core focusing on the CalibrationHandler extrinsics work. Key deliverables centered on expanding test coverage, infrastructure improvements, and maintainability to reduce regression risk and accelerate safe releases. Key highlights: - Feature delivered: Comprehensive testing coverage for CalibrationHandler.getCameraExtrinsics and getExtrinsics, evaluating scenarios including invalid IDs, unconnected origins, direct links, same-origin cameras, multiple independent origins, cycles, and complex chained extrinsics composition. - Test infrastructure improvements: Updates to CMakeLists.txt and spdlog linking to ensure reliable test execution and consistent logging in test runs. - Quality and maintainability: Minor formatting cleanup in the test file to improve readability and maintainability. Impact and value: - Increased confidence in depthai-core’s extrinsics computations, enabling safer releases and faster iteration for downstream vision and depth-processing features. - Enhanced regression protection for calibration workflows, reducing risk of breakages in production deployments. Technologies/skills demonstrated: - C++ testing, test infrastructure (CMake), logging integration (spdlog), and test suite maintenance. - Complex scenario coverage for graph-like extrinsics relationships, contributing to more robust calibration features.
April 2025
2 Commits • 1 Features
Apr 1, 2025April 2025 (luxonis/depthai-core): Implemented targeted test infrastructure enhancements and on-device test organization to increase reliability, reduce flaky CI runs, and accelerate feedback loops. Key changes center on consolidating test-related work: relocating py_custom_services to device-tests, updating test configurations and directories for test_wrapper, and moving the subprocess header into tests/include/subprocess to improve test code locality. C++ example tests gained increased timeouts to address intermittent failures, while Python custom_services tests now run on-device thanks to explicit test labeling. These changes, backed by the commits a474e60d9eb1f5f237efa7c211dc2b84e13d8c62 and 07203a948dc1e03efe4aa149b000d472f74c516e, deliver clearer test ownership, better coverage, and faster, more reliable CI feedback.
2 Commits • 1 Features
Apr 1, 2025April 2025 (luxonis/depthai-core): Implemented targeted test infrastructure enhancements and on-device test organization to increase reliability, reduce flaky CI runs, and accelerate feedback loops. Key changes center on consolidating test-related work: relocating py_custom_services to device-tests, updating test configurations and directories for test_wrapper, and moving the subprocess header into tests/include/subprocess to improve test code locality. C++ example tests gained increased timeouts to address intermittent failures, while Python custom_services tests now run on-device thanks to explicit test labeling. These changes, backed by the commits a474e60d9eb1f5f237efa7c211dc2b84e13d8c62 and 07203a948dc1e03efe4aa149b000d472f74c516e, deliver clearer test ownership, better coverage, and faster, more reliable CI feedback.
April 2025
March 2025
4 Commits • 1 Features
Mar 1, 20252025-03 Monthly Summary — luxonis/depthai-core: Focused on stabilizing the test harness to improve reliability and debuggability of example/test runs. Implemented unified test wrapper and execution controls, integrated with CMake to run examples with timeouts and capture output, and added a C++ subprocess library for robust process management. Reorganized test and example configurations and adjusted timeouts to reduce flaky tests and speed up debugging. This work enhances CI stability, accelerates root-cause diagnosis, and improves contributor onboarding.
March 2025
4 Commits • 1 Features
Mar 1, 20252025-03 Monthly Summary — luxonis/depthai-core: Focused on stabilizing the test harness to improve reliability and debuggability of example/test runs. Implemented unified test wrapper and execution controls, integrated with CMake to run examples with timeouts and capture output, and added a C++ subprocess library for robust process management. Reorganized test and example configurations and adjusted timeouts to reduce flaky tests and speed up debugging. This work enhances CI stability, accelerates root-cause diagnosis, and improves contributor onboarding.
February 2025
1 Commits • 1 Features
Feb 1, 2025Month: 2025-02 Overview: Delivered a focused feature enhancement in luxonis/depthai-core by adding a Stereo Depth Visualization Demo using DepthAI. The work delivers a practical, ready-to-run C++ example that demonstrates stereo depth perception, processing with rectification and extended disparity, and visualizing left, right, and colorized disparity images. Interactive viewing and a quit option were implemented to facilitate hands-on exploration and quick validation.
1 Commits • 1 Features
Feb 1, 2025Month: 2025-02 Overview: Delivered a focused feature enhancement in luxonis/depthai-core by adding a Stereo Depth Visualization Demo using DepthAI. The work delivers a practical, ready-to-run C++ example that demonstrates stereo depth perception, processing with rectification and extended disparity, and visualizing left, right, and colorized disparity images. Interactive viewing and a quit option were implemented to facilitate hands-on exploration and quick validation.
February 2025
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Quality Metrics
Correctness89.4%
Maintainability88.8%
Architecture84.4%
Performance80.0%
AI Usage20.0%
Skills & Technologies
Programming Languages
C++CMakeJSONPython
Technical Skills
Build System ConfigurationBuild SystemsC++C++ DevelopmentCMakeCalibrationCode FormattingCode MaintenanceComputer VisionDebuggingDependency ManagementDepth PerceptionDevice managementEmbedded SystemsExample Integration
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