Fast-SCNN: Fast Semantic Segmentation Network Unofficial implementation of the model architecture of Fast-SCNN. Real-time Semantic Segmentation and mobile friendly memory consumption. Tested with Python 3.6 and Pytorch '1.0.1.post2' Example from fast_scnn import Fast_SCNN model = Fast_SCNN(input_channel=3, num_classes=10) Results with Fast-SCNN Inference Speed (fps) on Cityscapes mIoU on Cityscapes