Original jupyter-notebook implementation is provided with this link. https://github.com/TOSHISTATS/Semantic-segmentation-by-Fully-Convolutional-DenseNet
tiramisu-keras-script is a slightly modified version of the above implementation.
# clone camvid dataset from github
$ git clone https://github.com/mostafaizz/camvid.git
$ python setup_dataset.py
$ python train.py --batchsize 10 --epochs 1
$ python predict.py <model_name.hdf5>