December 2024 performance-focused contribution for espressif/opencv. Focused on expanding benchmarking coverage for box filter performance by adding support for 5x5 kernel sizes, enabling more representative evaluation and trend analysis. This work improves visibility into performance across typical use cases and informs optimization priorities. No major bugs reported this month; efforts concentrated on feature delivery, test automation, and data-driven benchmarking.

For 2024-11: Stabilized the espressif/opencv build and broadened test/Performance coverage. Key outcomes include a critical bug fix and expanded testing that together reduce risk for release and improve visibility into performance hotspots. Key achievements: - Bug fix: GetHandle argument type corrected to const char*, resolving a build failure (commit 641f43dd48cf9d9c42d728a8407644564b714312). - Testing coverage enhancements: WarpPerspective borderType randomized tests for BORDER_REPLICATE and BORDER_CONSTANT, increasing resilience to edge cases (commit 21cb138be861376e2de352a4e3eeabd86131933f). - Performance/testing enhancement: Added CV_8UC2 support to perf_arithm.cpp tests, enabling more realistic data-type coverage (commit bf914a7681b7bb4eabab1dcbeefd903cc6a5186e1). Overall impact: Improved build reliability, broader test coverage, and richer performance insights enable faster, safer releases and better engineering visibility for OpenCV paths in this repository. Technologies/skills demonstrated: C/C++, OpenCV, build-system hygiene, test automation, randomized testing, and performance validation.