croprows_generator_pa_v2 is the source code of Crop Rows Generator v1.0 (CRG) - (Dockerized) updated to run under a Docker container.
Crop Rows Generator (CRG) v1.0 is a tool that specialized user can use to generate georeferenced lines from high resolution images obtained by a drone. (CRG) uses an orthomosaic and a Field delimitation vector mask as an input. After processing CRG obtains at the output a set of Files that can be used to be integrated into geographic information systems or to be provided as an input for an auto-guidance machinery. (CRG) is based on computer vision techniques and under a high performance computing approach is capable of processing high resolution and large images and on these images detect, generate and mapping a crop rows in sugarcane Fields in an easy and accurate way,with a few clicks. CRG has a client interface (CRG-QGIS Plugin) integrated as a plugin into the geographic information system software (QGIS Desktop). A processing core that handles the most complex tasks and is accessed by a command line interface (CRG-CLI ). A REST API (CRG-API ) which exposes resources through on HTTP methods.
CRG was developed for everyone who is interested in generate geospatial crop rows in sugarcane Felds using high resolution imagery captured by a Drone. It is an open source project. It was developed to run on Linux O.S under a Docker container.
The guide also assumes you have a working Docker installation and a basic understanding of how a Dockerized application works.
- Crop Rows Generator (CRG) v1.0 website: http://165.22.189.197/croprowsgenerator/
- Crop Rows Generator (CRG) GitHub page: https://github.com/AndresHerrera/croprows_generator_pa_v2
- Crop Rows Generator (CRG) Youtube Playlist: https://www.youtube.com/playlist?list=PL5Uf6W3KZ2JBKwHgeifJJUgeGkOZviSIK
git clone https://github.com/AndresHerrera/croprows_generator_pa_v2.git
cd croprows_generator_pa_v2
sudo docker build -t crg_v2:latest .
sudo docker run --rm -p 2767:2767 --env FLASK_APP=croprows-api --env FLASK_ENV=development --env CRG_MODE=serial --name crg_v2 -v $(pwd)/droneimages:/app/orthomosaics crg_v2:latest
or just run
sudo ./run_croprows-api.sh
CRG requires a system with at least a 2.0 Megahertz CPU and 2 Gigabytes of RAM. However, these requirements can support efectively processing small crop field areas. Performance depends on the orthomosaic size and as a result, the system requirements for bigger orthomosaics are more demanding.
croprows_generator_pa is free software; you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation; either version 2 of the License, or (at your option) any later version.
- Copyright (c) 2019-2020 Andres Herrera, Universidad del Valle