Commits · d5a08ef80a3c90c6f7a10a0f660b643a959d4c39 · earth_observation_public / PySegCNN · GitLab

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Jul 15, 2020
- 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
- Will initialize NetworkTrainer class by single configuration dictionary · de69d903
  Frisinghelli Daniel authored 4 years ago
  
  de69d903
- Added option to only use informative patches of the Cloud38/95 dataset · 7ed48b4b
  Frisinghelli Daniel authored 4 years ago
  
  7ed48b4b
- Replaced import with new module name · e8e55b22
  Frisinghelli Daniel authored 4 years ago
  
  e8e55b22
- Compiled all configuration variables into a single dictionary · 4cb583c2
  Frisinghelli Daniel authored 4 years ago
  
  4cb583c2
- Renamed file · cd2b660a
  Frisinghelli Daniel authored 4 years ago
  
  cd2b660a
- Added distinct directory for dataset preprocessing · 598a7fa5
  Frisinghelli Daniel authored 4 years ago
  
  598a7fa5
- Renamed file · 9c9b59b7
  Frisinghelli Daniel authored 4 years ago
  
  9c9b59b7
- Renamed directory structure · 86d483a5
  Frisinghelli Daniel authored 4 years ago
  
  86d483a5
- Renamed directory structure · 934fe5ca
  Frisinghelli Daniel authored 4 years ago
  
  934fe5ca
- Ignore figures · be4bdb25
  Frisinghelli Daniel authored 4 years ago
  
  be4bdb25
- Added a function to plot model loss and accuracy and support for saving figures · 037e848c
  Frisinghelli Daniel authored 4 years ago
  
  037e848c
Jul 06, 2020
- Added training-test ratio to NetworkTrainer call · 54793cce
  Frisinghelli Daniel authored 4 years ago
  
  54793cce
- Adjusted Sparcs dataset training and evaluation to new high-level training class · 431b1d2c
  Frisinghelli Daniel authored 4 years ago
  
  431b1d2c
- Changed super method to py3 standard · b9f15851
  Frisinghelli Daniel authored 4 years ago
  
  b9f15851