Estimating GPS coordinates from an image
- Upload an image.
- Click search. Searches for all similar images in the database.
- Predicts and indicates possible locations for the image on a google map.
- You can base your search on either [SIFT] (http://docs.opencv.org/master/da/df5/tutorial_py_sift_intro.html#gsc.tab=0)(local),[GIST] (http://people.csail.mit.edu/torralba/code/spatialenvelope/)(global) or [color histogram] (https://en.wikipedia.org/wiki/Color_histogram)
More details?
- Visit the project webpage
How to get it working on your system
Download Anaconda python for your system from: (https://www.continuum.io/downloads)
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Install the dependencies
- conda install numpy
- conda install cv2
- conda install scipy
opencv version currently supported = 2.4 that comes packaged with anaconda. Support for other versions to be added soon. SURF is available directly with opencv 2.4 which is why we are not using a newer version.
- clone the repo
- Start server
cd gps-estimation/contextslices/python manage.py runserver
Screenshots
