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
