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Satellite Imagery Segmentation

The dataReader and network modules will no longer be updated. Check uab for new framework. This repo will only contain personal scripts for running the jobs.

TODO

  • Make Network class
  • Test on MNIST
  • Simplify structure
  • Test on iai
  • Test on larger scale
  • Data preprocessor
  • Experiment pipeline
  • 1 channel test image output
  • Valid data size
  • Read metadata
  • Data augmentation
  • Select city and tile in image reader
  • Test on cluster and do cross val
  • Keep track of layer names
  • Easy layer weights loading function
  • Clean Tensorboard summaries
  • Simplify model.train and model.test
  • Make sure Urban Mapper tif to png is consistent
  • Take min,max from every dataset, check pixels

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Satellite Image Segmentation Task Repo

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