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.
- 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