Commits · 8ff83719e921322338916ad768a49a97a987ab8a · earth_observation_public / PySegCNN · GitLab

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Jul 20, 2020
- Made transformation classes callable for easier execution · 8ff83719
  Frisinghelli Daniel authored 4 years ago
  
  8ff83719
- Added data augmentation methods to processing pipeline · a991fd99
  Frisinghelli Daniel authored 4 years ago
  
  a991fd99
- Divided init method into smaller submethods; included support for data augmentations · 1e145d4d
  Frisinghelli Daniel authored 4 years ago
  
  1e145d4d
- Added an enumeration of the currently supported datasets · 5e28a1c8
  Frisinghelli Daniel authored 4 years ago
  
  5e28a1c8
- Moved utility functions of ImageDataset class to utils module · 6afa2221
  Frisinghelli Daniel authored 4 years ago
  
  6afa2221
Jul 17, 2020
- Added a new module for future optional data augmentation methods · a1de5111
  Frisinghelli Daniel authored 4 years ago
  
  a1de5111
- Added date to each scene of the Cloud95 dataset · 1ea45d73
  Frisinghelli Daniel authored 4 years ago
  
  1ea45d73
- Added smarter import strategy · 8be76bef
  Frisinghelli Daniel authored 4 years ago
  
  8be76bef
- Ignore Spyder Project files · 8fdc92fd
  Frisinghelli Daniel authored 4 years ago
  
  8fdc92fd
Jul 16, 2020
- Refactored plot_loss() function · 07b4f5ea
  Frisinghelli Daniel authored 4 years ago
  
  07b4f5ea
- Preparing for transfer learning on Cloud 95 dataset · dfd3057a
  Frisinghelli Daniel authored 4 years ago
  
  dfd3057a
- Fixed wrong positional argument in load method and keyword argument in plot_sample function · f13a8431
  Frisinghelli Daniel authored 4 years ago
  
  f13a8431
Jul 15, 2020
- Fixed output of train method · 12e39481
  Frisinghelli Daniel authored 4 years ago
  
  12e39481
- Preparing model training for Sparcs · 1c047242
  Frisinghelli Daniel authored 4 years ago
  
  1c047242
- Added support to use a pretrained model on a differentdataset for transfer learning tasks · d5a08ef8
  Frisinghelli Daniel authored 4 years ago
  
  d5a08ef8
- Improved saving method to rebuild model in case of checkpoint or transfer learning · bac6bc17
  Frisinghelli Daniel authored 4 years ago
  
  bac6bc17
- Added a transfer learning option · 7c1732db
  Frisinghelli Daniel authored 4 years ago
  
  7c1732db
- Added a generic network class with common methods · 83dca2d5
  Frisinghelli Daniel authored 4 years ago
  
  83dca2d5
- Fixed bug: date key is now properly handled · ac912be8
  Frisinghelli Daniel authored 4 years ago
  
  ac912be8
- Preparing the transfer learning task · 0c918ff9
  Frisinghelli Daniel authored 4 years ago
  
  0c918ff9
Jul 14, 2020
- Added an option to chronologically sort a dataset · 39438a4d
  Frisinghelli Daniel authored 4 years ago
  
  39438a4d
- Added a module for utility functions · 15df871a
  Frisinghelli Daniel authored 4 years ago
  
  15df871a
- Iteration only considers existing bands · f644de67
  Frisinghelli Daniel authored 4 years ago
  
  f644de67
- Fixed typo · bfc62e0f
  Frisinghelli Daniel authored 4 years ago
  
  bfc62e0f
- Added a module containing enumerators of constants · 0af1a3cc
  Frisinghelli Daniel authored 4 years ago
  
  0af1a3cc
- Major code refactor: Added distinct graphics module · 0747b10a
  Frisinghelli Daniel authored 4 years ago
  
  0747b10a
Jul 10, 2020
- Updated link to LICENSE in master branch · 1c438d03
  Frisinghelli Daniel authored 4 years ago
  
  1c438d03
- More explicit input name · 59e9d02e
  Frisinghelli Daniel authored 4 years ago
  
  59e9d02e
- Moved initialization to NetworkTrainer class · c335d997
  Frisinghelli Daniel authored 4 years ago
  
  c335d997
- NetworkTrainer is now initialized by a single dictionary only · 42a7775d
  Frisinghelli Daniel authored 4 years ago
  
  42a7775d
- Plot_loss() now also supports plotting training loss/accuracy only · c48ccaf3
  Frisinghelli Daniel authored 4 years ago
  
  c48ccaf3
- Added a flag whether to compute the confusion matrix · adb6e52b
  Frisinghelli Daniel authored 4 years ago
  
  adb6e52b
- Updated Readme · ff6c0869
  Frisinghelli Daniel authored 4 years ago
  
  ff6c0869
- Updated Readme · bcaefc52
  Frisinghelli Daniel authored 4 years ago
  
  bcaefc52
- Updated Readme · 190a0cb7
  Frisinghelli Daniel authored 4 years ago
  
  190a0cb7
Jul 09, 2020
- Omit the last batch if the dataset is not evenly divsible by the batch size · 24ce0c32
  Frisinghelli Daniel authored 4 years ago
  
  24ce0c32
Jul 08, 2020
- Plotting samples for presentation · 6f0d4255
  Frisinghelli Daniel authored 4 years ago
  
  6f0d4255
- Improved plot_loss() function. Now includes early stopping epoch. · 6c3c00d5
  Frisinghelli Daniel authored 4 years ago
  
  6c3c00d5
- Fixed when to save a model state · f6315012
  Frisinghelli Daniel authored 4 years ago
  
  f6315012
Jul 07, 2020
- Corrected broadcasting error · eb0f8c10
  Frisinghelli Daniel authored 4 years ago
  
  eb0f8c10