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cropmapteam / Scotland-crop-map

This is the repository for the Scottish Government collaboration with EDINA and JNCC to produce a crop map for Scotland by developing machine learning algorithms applied to Sentinel satellite data
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Create individual file for each field #33

Open WilliamPetit opened 5 years ago

WilliamPetit commented 5 years ago

I've started working on a script that would generate individual tif files for each field. It has been decided that it would not be used for the data processing, however it could be use for debugging later on as it will allow us to easily have a look at a single field and analyses the data.

I'm planning to merge the work I've done into github so everyone can use it. However the individual file will have to be generated from the same single file we're going to use to train the machine, so I'll regenerate them once it is ready.

WilliamPetit commented 5 years ago

see commit: 207f45adef4ceb11bf33ae463d0a177738725bff

geojamesc commented 5 years ago

It sounds like this implementation could also provide inputs to the neural net #24?

WilliamPetit commented 5 years ago

The code is on github: https://github.com/cropmapteam/Scotland-crop-map/blob/wpetit_jupyter_notebooks/wpetit/rasterio/Create%20Clipped%20Fields.ipynb

quantoidb commented 5 years ago

These TIF files could be used as inputs to the Neural Net #24 as long as they are all in the same shape.