srihari-humbarwadi / DeepLabV3_Plus-Tensorflow2.0

DeepLabV3+ implemented in TensorFlow2.0

Home Page:https://arxiv.org/pdf/1802.02611.pdf

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Architecture

model

stuttgart_02 stuttgart_00

Trained weights

trained weights

Outputs

To Do

  • Implement distributed training using tf.distribute.MirroredStrategy
  • Implement data input pipeline using tf.data.Dataset
  • Train on cityscapes
  • Implement modified Xception backbone as originally mentioned in the paper

About

DeepLabV3+ implemented in TensorFlow2.0

https://arxiv.org/pdf/1802.02611.pdf


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