DeepGIS is an annotation tool for images like cameratraps, UAV imagery, satellite images. It is widely used for annotation, learning and introspection of semantic maps.
DeepGIS is developed using the following technologies
foo@bar:~$ git clone https://github.com/DREAMS-lab/deepgis.git
foo@bar:~$ cd deepgis
foo@bar:~$ docker-compose upfoo@bar:~$ docker exec -it deepgis_web_1 bash
foo@bar:~$ python manage.py createsuperuserWe have provided a few test images in webclient/static/small-tomatoes directory.
foo@bar:~$ python manage.py runscript injectImages /app/webclient/static/small-tomatoes/
foo@bar:~$ python manage.py collectstaticLabels are stored in the folder specified in the settings file, default being 'labels', which should be in the static-root folder. Labels can also be inspected through the web app using the admin image labels page.
You can resize the browser using standard browser controls (Ctrl+ and Ctrl-). Additionally, the app has sliders to control brightness, contrast, and hue. Adjust these to make the target objects clearer.
Labels can be moved by dragging, and deleted by double-clicking. Choose 'No labels in image' option when there are no labels in the image. Submit when finished labeling an image.
The webapp is be serving at localhost:8000. The admin page is available at localhost:8000/admin
Wildlife annotations in DeepGIS
Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.
Affiliation: Prof. Jnaneshwar "JD" Das, Distributed Robotic Exploration and Mapping Systems Laboratory, ASU School of Earth and Space Exploration
This project is derived from AgDSS
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