Nour Soltani's repositories
Pytorch-UNet-Flood-Segmentation
This repository contains a PyTorch implementation of a U-Net model for segmenting water areas (flood and permananet water) in Sentinel-1 satellite images.
Semantic-segmentation-of-Satellite-imagery
In this mini project, I am going to segment aerial images using the U-Net's architecture
LULC-using-Sentinel-2
An algorithm to classify 10 classes; using the Eurosat Dataset
Very-Interresting-deepmind-research
This repository contains implementations and illustrative code to accompany DeepMind publications
3D_Street_View
The repo of Street View Image, Pose, and 3D Cities Dataset. Used in "Generic 3D Representation via Pose Estimation and Matching", ECCV16
Danesfield-Main
Kitware's system for 3D building reconstruction for the IARPA CORE3D program
DELTA-Deep-Earth-Learning-Tools-and-Analysis-A_Framework-For-DL-on-Sat-img
Deep Learning for Satellite Imagery
DEM.Net
Digital Elevation model library in C#. 3D terrain models, line/point Elevations, intervisibility reports
eo-learn
Earth observation processing framework for machine learning in Python
eo-learn-examples
Examples of Earth observation workflows that extract valuable information from satellite imagery, giving you hints and ideas how to use the EO data.
ETCI-2021-Competition-on-Flood-Detection
Experiments on Flood Segmentation on Sentinel-1 SAR Imagery with Cyclical Pseudo Labeling and Noisy Student Training
fire-detection-from-images
Detect fire in images using neural nets
geospatialEssentialPackages
A Python package for installing commonly used packages for geospatial analysis and data visualization with only one command.
Houston_flooding
Using A Segmentation Neural Net to map out flooded areas of Houston TX using satellite imagery
LoopStructural
LoopStructural is an open-source 3D structural geological modelling library.
Machine-Learning-Collection
A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)
mslearn-tailspin-spacegame-web
Code used in Microsoft Learn modules to support Azure DevOps
NeRF-Plus-Plus
improves over nerf in 360 capture of unbounded scenes
PID-ballonplate
A simple-ish project using a Raspberry Pi and three servos.
python_for_microscopists
https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1
raster-vision
An open source framework for deep learning on satellite and aerial imagery.
sat-bundleadjust
To try with Kitware app
satellite-image-deep-learning
Resources for deep learning with satellite & aerial imagery
sentinel_query_download
Uses ASF API to search for Sentinel-1 IW mode data based on keywords including geolocation, then downloads from either AWS Southeast Asia Public Dataset, or ASF
SnakeGame
Build a Snake game with Python
USD-repo
Universal Scene Description
utae-paps
PyTorch implementation of U-TAE and PaPs for satellite image time series panoptic segmentation.
water-observatory-frontend
Frontend React app for https://water.blue-dot-observatory.com/