segmentation

Semantic Segmentation

Train

Requirements

• TensorFlow dataset cityscapes:1.*.*
  See cityscapes in TensorFlow dataset for dataset preparation.

Running locally

python main.py --workdir=_PATH_TO_CHECKPOINT_DIR_ --config=_CONFIG_FILE_PATH_

Models

Model	Args
Fast-SCNN	--config.model=configs/default_fast_scnn.py
Lite R-ASPP MobileNet v3 small	--config=configs/default_lraspp.py
Lite R-ASPP MobileNet v3 large	--config=configs/default_lraspp.py \ ---config.model=LRASPP_MobileNetV3_Large

Inference samples.

Fast-SCNN

Lite R-ASPP MobileNet v3 small