ICNet

A real-time segmentation framwork in ICNet. this repo trained on Cityscape with a good perfermance. Here is some result:

Training

First download the pretrain model from Here Then using:

python3 train.py --update-mean-var --train-beta-gamma

NOTE: --update-mean-var and --train-beta-gamma must be done, if not result get very bad.

Dataset Preperation

Using Ciryscape like training data, provide the cityscape dataset dir and train_list.list in this format:

leftImg8bit/train/bremen/bremen_000315_000019_leftImg8bit.png gtFine/train/bremen/bremen_000315_000019_gtFine_labelIds.png

Copyright

this codes original from here, thanks for HelloChik work.