Anass ABDELOUAHHAB

Computer Vision Engineer | 3D Reconstruction

Salaire / Taux journalier

Bordeaux, France

Freelance, ouvert au CDI

Expertises

Deep LearningGitGitHubC++PythonPyTorchTensorFlow

À propos

Introduction

Computer Vision & AI Engineer with specialized expertise in 3D reconstruction and photogrammetry pipelines. Successfully fine-tuned SILK keypoint detector for underwater environments and integrated it into COLMAP, improving SfM/MVS performance in challenging visual conditions. Proficient in PyTorch, CUDA, and transformers, with strong R&D background in feature detection and physically-based simulation for complex vision tasks.

Liens

Expérience de travail

Computer Vision Engineer

Exail

mars 2024 - oct. 2024

8 mois

83130 La Garde, France

Conducted R&D in 3D mapping and photogrammetry, focusing on improving feature detection and 3D reconstruction pipelines in challenging visual conditions. • Specialized and fine-tuned the SILK keypoint detector on underwater datasets using PyTorch. • Integrated SILK into the COLMAP 3D reconstruction pipeline to improve Structure-from-Motion (SfM) and Multi-View Stereo (MVS) performance. • Developed a physically based underwater simulator with Mitsuba3 for synthetic dataset generation and benchmarking. • Modeled underwater scenes in Blender and characterized optical conditions for photogrammetric accuracy. • Explored research papers on keypoint detection, feature matching, and transformer-based vision models to guide improvements. • Collaborated in an English-speaking research environment, writing technical reports and communicating results across multidisciplinary teams.

Control systems intern

ADV Propulse

juin 2023 - oct. 2023

5 mois

33400 Talence, France

Implementation of a PID Controller on a Programmable Logic Controller (PLC) for a Cycloidal Propulsion Steering System.

Internship

Moony Farines

juil. 2022 - août 2022

2 mois

Bouznika, Maroc


Formation

ENSEIRB-MATMECA

Engineer's degree, Electronics- Signal and image processing

2021 - 2024

3 ans 2 mois

ENSEIRB-MATMECA

Bachelor's degree, Electrical and Electronics Engineering

2021 - 2023

2 ans 2 mois

CPGE - Classes préparatoires aux grandes écoles

2019 - 2021

2 ans 2 mois


Licences et certifications

OpenCV Bootcamp

Délivré le : mars 2025

Certifié par OpenCV University

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