satellite-imagery

Techniques for deep learning with satellite & aerial imagery

🛰️ List of satellite image training datasets with annotations for computer vision and deep learning

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds

Satellite imagery for dummies.

A curated list of awesome tools, tutorials, code, projects, links, stuff about Earth Observation, Geospatial Satellite Imagery

A ready-to-use curated list of Spectral Indices for Remote Sensing applications.

Search and download Copernicus Sentinel satellite images

Datasets for deep learning with satellite & aerial imagery

Download and process satellite imagery in Python using Sentinel Hub services.

SpatioTemporal Asset Catalog specification - making geospatial assets openly searchable and crawlable

Interactive interface for browsing global, full-resolution satellite imagery

A curated list of resources focused on Machine Learning in Geospatial Data Science.

interactive notebooks from Planet Engineering

A list of open geospatial datasets available on AWS, Earth Engine, Planetary Computer, NASA CMR, and STAC Index

curated list of awesome tools, tutorials and APIs for Copernicus Sentinel satellite data

TernausNetV2: Fully Convolutional Network for Instance Segmentation

[IGARSS'22]: A Transformer-Based Siamese Network for Change Detection

Pytorch implementation of ResUnet and ResUnet ++

Satellite image time series in R