GitHub - yakirsudry/FastFCN_TF2.0: TensorFlow2.0 implementation FastFCN - https://arxiv.org/pdf/1903.11816v1.pdf

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JPU.py		JPU.py
README.md		README.md
architecture.png		architecture.png
cityscapes_dict.pkl		cityscapes_dict.pkl
inference.ipynb		inference.ipynb
jpu.ipynb		jpu.ipynb
resnet.py		resnet.py
train.py		train.py

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Architecture

Implementation Details

Backbone : ResNet101
Head : ASPP (DeepLabv3+)

TODO

Random Scaling in input pipeline
Complete Training on Cityscapes
Upload weights

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TensorFlow2.0 implementation FastFCN - https://arxiv.org/pdf/1903.11816v1.pdf

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Python 34.4%