Thank you for pointing me to the project. This is exactly what we are 
trying to achieve. Well, we have not reached to the stage where we will use 
neural nets.
For our project we have been provided with geo-tagged images of crop fields 
as our ground data. We are using lansat-8 and sentinel images to build a 
model which would then predict the area under cultivation. We are trying to 
achieve this for 1 crop only for a small portion of land (district or 
taluk).

On Saturday, March 25, 2017 at 12:00:34 AM UTC+5:30, Arun Ganesh wrote:
>
> If you are interested in getting into neural networks 
> <http://neuralnetworksanddeeplearning.com> for visual recognition 
> <https://cs231n.github.io/convolutional-networks/> in satellite imagery, 
> maybe this project might be a good start to try out 
> https://github.com/rodowi/unmapped
>
> Its an attempt by a colleague from Mapbox to detect roads on satellite 
> imagery that are not mapped on OSM 
> <http://www.openstreetmap.org/#map=5/21.494/80.244>.
>
> Would also be great to hear more about your agricultural project.
>
> Arun
>

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