Talvin Ackbaraly

Segmentation & Classification of Heritage Illustrations

Automatic detection of illustrations in digitized heritage documents, in partnership with the BNF.

Automatic License Plate Recognition

Complete ALPR system without Deep Learning (Classical Vision + Machine Learning), with rigorous Python vs C++ benchmarks.

Real-Time Video Motion Detection — GPU Port

CPU → GPU port of a real-time algorithm achieving a ×24 performance gain via CUDA.

Medical Prediction & 3D Visualization

Full FVC prediction pipeline from pulmonary CT scans, with 3D web visualization.

Real-Time Fluid Simulation

Real-time 3D SPH fluid simulation engine with 75,000+ particles at 60 FPS — full GPU physics via Compute Shaders and SSFR surface rendering.

Brain Tumor Registration & Longitudinal Tracking

Complete 3D MRI alignment pipeline (ITK) with tumor segmentation and interactive multi-view visualization (VTK + PyQt6) — volumetric evolution quantification of a glioma.