AI & Remote Sensing Specialist

Lightweight Metadata‑Aware Mixture‑of‑Experts MAE for EO

Pre‑train a lightweight MoE‑MAE for Earth Observation and fine‑tune it for downstream EO tasks.

CLAY Foundation Model for Change Detection

Use CLAY embeddings to detect flood‑induced changes from Sentinel‑1 and Sentinel‑2 data.

Deploy STAC Catalog Services with Docker Compose

Deploy and manage STAC catalog components using a simple, reproducible Docker Compose setup.

Sentinel‑2 → VENµS Super‑Resolution

Enhance Sentinel‑2 imagery to 5 m resolution using learning‑based super‑resolution.

ERA‑5 Temperature Super‑Resolution

Super‑resolve ERA‑5 temperature fields to match CERRA spatial resolution.

ERA‑5 Wind Speed Super‑Resolution

Super‑resolve ERA‑5 wind speed fields to match CERRA spatial resolution.

Sentinel‑2 Processing API

Cloud‑native API with Docker, Kubernetes, Celery, Redis, and Flower to download and process Sentinel‑2 imagery.

Object Detection on VHR Satellite/Aerial Images

Oriented bounding box (OBB) detection with YOLOv8 for very‑high‑resolution remote sensing imagery.

Promptable Sentinel‑2 Segmentation with SAM

Interactive segmentation dashboard for Sentinel‑2 imagery using Segment Anything (SAM).

Fine‑Tuning SAM for Remote Sensing

Adapt SAM foundation model for downstream remote sensing tasks via efficient fine‑tuning.

Field Boundary Delineation in Sentinel‑2

Deep‑learning approach to extract agricultural field boundaries for precision agriculture.

Super‑Resolved Sentinel‑2 Images

Enhance Sentinel‑2 imagery to 2.5 m resolution using super‑resolution techniques.

Fire Risk Zoning Using BDORTHO

Map fire‑risk zones with deep learning and aerial/satellite imagery to support disaster management.

Large‑Scale LAI Estimation from Sentinel‑2

Fast, scalable estimation of Leaf Area Index (LAI) over large areas using deep learning.

Swimming Pool Detection with BDORTHO

Detect swimming pools across French communes to support circular‑economy initiatives.