Mohanad Albughdadi
AI & Remote Sensing Specialist | Google Cloud ML Engineer | Python Expert
CLAY Foundation Model for Change Detection
Use CLAY embeddings to detect changes caused of floods using Sentinel-1 and Sentinel-2 data.
Deploy STAC Catalog Services with Docker Compose
Deploy and manage STAC catalog components using a simple Docker Compose setup.
Sentinel-2 to Venus Super Resolution
Super resolution of Sentinel-2 to the resolution of CERRA data.
ERA-5 Temperature Super Resolution
Super resolution of ERA-5 temperature to the resolution of CERRA data.
ERA-5 Windspeed Super Resolution
Super resolution of ERA-5 windspeed to the resolution of CERRA data.
Sentinel-2 Processing API
An API based on Docker, Kubernetes, Celery, Redis and Flower to download and process Sentinel-2 images.
Object Detection from VHR Satellite/Aerial Images
OBB YOLOv8 object detection from VHR remote sensing images.
Prompt Sentinel-2 Image Segmentation using SAM
Interactive segmentationb dashboard of Sentinel-2 images using SAM.
SAM Finetuning for Remote Sensing
Finetune SAM foundation model for downstream tasks in remote sensing.
Field Boundary Delineation in Sentinel-2 Images
Deep learning-based approach to automate the extraction of field boundaries for precision agriculture.
Super Resolved Sentinel-2 Images
Enhancing spatial resolution for Sentinel-2 images to 2.5m.
Fire Risk Zones Using BDORTHO Images
Mapping fire risk zones through deep learning and satellite imagery to aid disaster management.
Massive LAI Estimation from Sentinel-2
Fast and efficient estimation of Leaf Area Index (LAI) for large areas using deep learning.
Swimming Pool Detection Using BDORTHO
Leveraging deep learning to detect swimming pools across French communes, supporting circular economy efforts.