Free Open-Source Photogrammetry Software Tools for Drones and Aerial Imagery (http://micmac.ensg.eu) - OpenDroneMap/micmac
rastervision - An open source framework for deep learning on satellite and aerial imagery. robosat - Semantic segmentation on aerial and satellite imagery. Solaris - CosmiQ Works Geospatial Machine Learning Analysis Toolkit. YOLT - You Only Look Twice: Rapid Multi-Scale Object Detection In Satellite...
select article Individual tree detection and crown delineation in the Harz National Park from 2009 to 2022 using mask R–CNN and aerial imagery Research articleOpen access Individual tree detection and crown delineation in the Harz National Park from 2009 to 2022 using mask R–CNN and ...
The software/code works out of the box on a current Ubuntu system using Python, and all source data were derived from open and free datasets available for the whole of Sub-Saharan Africa. The Python software25, scripts and a virtual environment are provided with the data and requires minimal...
sampling, we selected outdoor scenes from categories identified by the UKLand dataset (The GeoInformation Group; www.geoinformationgroup.co.uk), which provides high-resolution (from 50 m × 50 m) land use classifi- cation, based on Ordnance Survey Open Data and aerial photography...
Analysis of aerial or satellite digital imagery, including statistical modeling, classifications, or machine learning, has been used effectively. Spatial data extracted from aerial photographs and satellite imagery may be combined with spatial modeling to analyze mines or mined channel reaches for changes...
Aerial imagery has been used as a major source in ... S Seo,TF Schenk - Proceedings of SPIE - The International Society for Optical Engineering 被引量: 8发表: 2003年 Automatic Extraction of Open Space Area from High Resolution Urban Satellite Imagery In the 21st century, Aerial and ...
Abstract This study aims to enhance automated crop detection using high-resolution Unmanned Aerial Vehicle (UAV) imagery by integrating the Visible Atmospherically Resistant Index (VARI) with deep learning models. The primary challenge addressed is the detection of bananas interplanted with betel nuts, ...
CloudODM A command line tool to process aerial imagery in the cloud viaNodeODM's API. Getting Started Download the applicationfor Windows, Mac or Linux. Extract the application in a folder of your choice (for example,c:\odm). Open a command prompt and navigate to the folder (open the "...
(range), and then to map the high-resolution texture coming from the visible imagery into the 3D point cloud coming from the laser scanner. The fourth case (Figure 6d) combines visible and thermal aerial images of a city area using a drone; this type of aerial image can be used for ...