CoFFee/Coders - Fire Detection and Impact Prediction

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Under NASA Space App Challenge - Spot That Fire v3.0

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Credits to the original repository in NASA-Space-Apps-Spot-The-Fire-v2.0

requierment

python 3++ (tested on 3.6.9)

dependencies

sudo apt install -y libproj-dev proj-data proj-bin libgeos-dev
sudo pip install opencv-python fastai==1.0.57 geopandas folium bs4 rasterio cartopy geos cartopy cartopy
sudo pip install torch==1.4.0 torchvision==0.5.0

Pre-train model

Downaload the pre-train weight from here and put it inside models folder

inference

to run inference

python3 inference.py

Training

this part will be updetaed later as a a lot of clean up work need to be done on the data preprocessing code