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DeepLabV3+ implemented in TensorFlow2.0

Architecture

model

stuttgart_02 stuttgart_00

Trained weights

trained weights

Outputs

To Do

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