
Sebastian Muñoz contributed to the viamrobotics/rdk repository by developing a camera calibration feature and improving KDTree neighbor search reliability. He implemented the Brown-Conrady K6 distortion model in Go, enabling more accurate correction of complex lens distortions through six radial coefficients, and ensured robustness with validation checks and comprehensive tests. Sebastian also addressed bugs in the KDTree radius-based neighbor search, refining distance calculations to reliably identify all valid neighbors within a specified radius. His work demonstrated depth in algorithm design, data structures, and image processing, resulting in enhanced perception accuracy and greater reliability for downstream robotics applications and planning components.
February 2026 highlights for viamrobotics/rdk focus on delivering a high-value camera calibration feature and strengthening reliability. Implemented the Brown-Conrady K6 Distortion Model with six radial coefficients to handle complex distortion patterns, accompanied by validation checks and a comprehensive test suite. The work is tracked in commit 4da2f6e7be843eb6d7c8e0ca0cdcbe7ab30f0b7b and linked to [RSDK-12432] Adding Brown Conrady K6 Distorter Model (#5702). Business value includes more accurate perception, improved downstream object detection and pose estimation, and greater calibration reliability across devices. Technologies/skills demonstrated include distortion modeling, validation-driven development, rigorous testing, and code integration."
February 2026 highlights for viamrobotics/rdk focus on delivering a high-value camera calibration feature and strengthening reliability. Implemented the Brown-Conrady K6 Distortion Model with six radial coefficients to handle complex distortion patterns, accompanied by validation checks and a comprehensive test suite. The work is tracked in commit 4da2f6e7be843eb6d7c8e0ca0cdcbe7ab30f0b7b and linked to [RSDK-12432] Adding Brown Conrady K6 Distorter Model (#5702). Business value includes more accurate perception, improved downstream object detection and pose estimation, and greater calibration reliability across devices. Technologies/skills demonstrated include distortion modeling, validation-driven development, rigorous testing, and code integration."
Nov 2025, viamrobotics/rdk: KDTree radius-based neighbor search bug fixes with regression tests; improved accuracy, reliability, and test coverage for neighbor retrieval within a radius. Commit 33c268e45096be118572ede424cc6b12ba9c2a52 ([RSDK-11044]).
Nov 2025, viamrobotics/rdk: KDTree radius-based neighbor search bug fixes with regression tests; improved accuracy, reliability, and test coverage for neighbor retrieval within a radius. Commit 33c268e45096be118572ede424cc6b12ba9c2a52 ([RSDK-11044]).

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