Commits · 1c438d03d531e4d5d394ffa4d495a2707a83dcbf · earth_observation_public / PySegCNN · GitLab

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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
- Added a high-level training class for easier model training · 38e69b2e
  Frisinghelli Daniel authored 4 years ago
  
  38e69b2e
- Labels of confusion matrix are now automatically detected · 472a11d4
  Frisinghelli Daniel authored 4 years ago
  
  472a11d4
- Save losses and accuracy after each epoch · afda23a9
  Frisinghelli Daniel authored 4 years ago
  
  afda23a9
- Confusion matrix is now saved to file · 22a63f44
  Frisinghelli Daniel authored 4 years ago
  
  22a63f44
- Confusion matrix is now properly plotted · cafc978b
  Frisinghelli Daniel authored 4 years ago
  
  cafc978b
Jul 03, 2020
- Increase number of epochs for training over the weekend · 7b2d88f7
  Frisinghelli Daniel authored 4 years ago
  
  7b2d88f7
- Validation samples are now plotted in NIRRG space · 5bde8f08
  Frisinghelli Daniel authored 4 years ago
  
  5bde8f08
- Prepared network training · 105592c4
  Frisinghelli Daniel authored 4 years ago
  
  105592c4
- Adjusted to changes in pytorch.train.train_test_split · 330f5c83
  Frisinghelli Daniel authored 4 years ago
  
  330f5c83
- train_test_split function is now more generic · 725b2479
  Frisinghelli Daniel authored 4 years ago
  
  725b2479
- Added a function to plot the confusion matrix · 451e1467
  Frisinghelli Daniel authored 4 years ago
  
  451e1467
- Improved tile handling · c5887fd3
  Frisinghelli Daniel authored 4 years ago
  
  c5887fd3