chris010970

eurosat

Train Convolutional Neural Network to predict land cover type from multispectral Sentinel-2 satellite imagery

gla

Resources to support contribution to GLA project

geology

Geological mapping with Sentinel-2 and ASTER

brick-kilns

Training U-Net based Convolutional Neural Network model to automatically identify and delineate brick kilns in Maxar Vivid base map imagery.

cowc

Practical evaluation of YOLOv3 object detection algorithm to automate detection of cars in COWC aerial imagery

planet

Multi-label classification of Planet satellite imagery using standard convolutional neural networks

sentinelhub

Demonstration of multi-faceted capabilities of Sentinel Hub Process API in Python development environment

image-labeller

Crop satellite imagery around annotated features of interest and generate label mask(s) for newly created image chips

earthcache

Demonstration of SkyWatch EarthCache client API functionality

prisma

Practical exploration of PRISMA hyperspectral L2 datasets

qat

Training U-Net based Convolutional Neural Network model to automatically identify and delineate areas of qat agriculture in Sentinel-2 multispectral imagery.

wmts-extractor

Extract tiles from OGC WMTS end points collocated with annotated areas of interest and reassemble into a mosaicked georeferenced image

ald

Resources to support contribution to Asset Level Data project

s1-ocn

Spatiotemporal analysis of Sentinel-1 Ocean (OCN) L2 products over the Celtic Sea

shipab

Practical evaluation of Matterport implementation of Mask-RCNN object detection algorithm.

stac

Technical exploration reviewing capabilities and functionality of pystac library - a library for creating and managing SpatioTemporal Asset Catalogs (STAC)

worldbank

cnes

gedi

global-economy-api

Utility client class for Global Economy API

overpass-api

Utility client class for OpenStreetMap Overpass API

pygeoapi

Technology evaluation of pygeoapi - a Python server implementation of the OGC API suite of standards.

s1-ard-analysis

Code and results created for Sentinel-1 ARD interoperability analysis

s1tbx-antemeridian

Automated multi-step S1TBX workflow to process raw Sentinel-1 scenes crossing the antemeridian to ARD

truck-s2

Automated detection of moving objects in Sentinel-2 imagery using intra-detector parallax effect

uhi