Name		Name	Last commit message	Last commit date
pic		pic
README.md		README.md
base.py		base.py
eval.py		eval.py
focal_loss.py		focal_loss.py
lr_scheduler.py		lr_scheduler.py
nn_utils.py		nn_utils.py
pascal_voc.py		pascal_voc.py
radam.py		radam.py
resnet.py		resnet.py
single_result.py		single_result.py
train_new.py		train_new.py
vis.py		vis.py

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Simple_semantic_segmentation

Some modules

name
ASPP	√
RADAM+LOOKAHead	√
warm up+cos	√
focal loss + ohem	√
'''	'''

Result

dataset	best Miou	final Miou
VOC0712	0.917	0.916

You can use it on your own dataset

Visualization on VOC

Visualization on ImageNet

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