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Fast-Shadow-Detection

This code is for the paper S Hosseinzadeh, etc. "Fast Shadow Detection from a Single Image Using a Patched Convolutional Neural Network", Proceedings of the 2018 IEEE/IROS 2018: https://arxiv.org/abs/1709.09283.

Generating the probability map

Using paper http://dhoiem.cs.illinois.edu/publications/pami12_shadow.pdf Code: http://aqua.cs.uiuc.edu/site/projects/shadow.html

Dependencies:

1- nolearn 2- lasagne 3- theano 4- scipy 5- sklearn 6- matplotlib 7- skimage 8- Python’s basic libraries (pickle, sys, os, urllib, gzip, cPickle, h5py, math, time, pdb)

How to run the code:

Run commad: python2 main_fast_shadow_detection.py OR python3 main_fast_shadow_detection_p3.py

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Fast Shadow Detection from a Single Image Using a Patched CNN

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