Thomas RouchinTowards Data ScienceIntersect Multiple 3D Lines (Closest Point)Seeking intersection of a batch of 3D lines is more of a minimization problem than an actual intersection test, as usually done with 2 rays5 min read·Mar 27, 2024----
Thomas RouchinTowards Data ScienceBounded Kernel Density EstimationLearn how Kernel Density Estimation works and how you can adjust it to better handle bounded data, like age, height, or price9 min read·Feb 28, 2024----
Thomas RouchinTowards Data ScienceIntersect 3D Rays (Closest Point)Let’s unravel the math behind 3D rays and demonstrate that it’s not significantly more challenging than the conventional 2D case.6 min read·Feb 12, 2024--1--1
Thomas RouchinBetter ProgrammingRAM and VRAM Profiling in PythonEfficiently monitor RAM and GPU VRAM simultaneously with a single powerful function decorator.7 min read·Nov 8, 2023--1--1
Thomas RouchinBetter ProgrammingMastering Flock Simulation with Boids, C++, OpenGL and ImGui 🐦Learn how to simulate the flocking behavior observed in birds or fish through simple interaction rules9 min read·Sep 29, 2023--1--1
Thomas RouchinBetter ProgrammingNeRF at CVPR23: Arbitrary Camera Trajectories ➿Since the release of NeRF at ECCV 2020 there’s been more and more NeRF papers published each year. This trend continued at CVPR 2023, where…9 min read·Jul 4, 2023----
Thomas RouchinBetter ProgrammingNeRF at CVPR23: Rendering PerformanceSince the release of NeRF at ECCV 2020, there’s been more and more NeRF papers published each year. This trend continued at CVPR 2023…6 min read·Jun 26, 2023----
Thomas RouchinBetter ProgrammingLeast Squares Ellipse FittingEnhance your comprehension of conics and gain knowledge on how to fit an ellipse from a collection of 2D points10 min read·Jun 14, 2023--2--2
Thomas RouchinBetter ProgrammingColor/Render a 3D Pointcloud in Python 🎨Let’s use the powerful vectorization capabilities of NumPy to switch between 2D spherical images and 3D point clouds·6 min read·May 22, 2023--3--3
Thomas RouchinBetter ProgrammingPatchMatch Multi-View StereoUnderstand how the MVS tool provided by COLMAP works.15 min read·Apr 4, 2023--1--1
