OpenDroneMap generates georeferenced maps, point clouds, elevation models and textured 3D models from aerial images.
Imagery
- Similarity Search is a tool that uses self-supervised learning to locate similar images/data across space and time. It is intended to augment the process of dataset gathering for scientific studies.
- This blog post introduces image segmentation and clarifies the different types of segmentation (semantic, instance and panoptic) and discusses annotation for segmentation projects.
- This blog post describes a method to utilize Google Earth Engine from within BigQuery's SQL allowing SQL speakers to get access to and value from data available within Earth Engine.
- This repository contains the code and configuration files to reproduce semantic segmentation results of Swin Transformer.
- This article aims to demonstrate how to semantically segment aerial imagery using a U-Net model defined in TensorFlow.
- This tutorial shows you how to capture the expansion of built-up surfaces in the world's largest urban areas using R.
- Did you know you can now use GIMP to enhance satellite imagery? It's an easy-to-use, powerful tool. Unlike other image editors out there, it keeps all your GeoTIFF data intact.
- The Replicable AI for Microplanning (RAMP) project is an open-source deep learning model that accurately digitizes buildings in low- and middle-income countries using satellite imagery.
- The geeml Python package makes it easier to extract satellite data from Google Earth Engine using parallel processing and the Google Earth Engine high volume endpoint.
