Commits · 74a544958b261c0791149a3298e8ddd7294ea2bc · earth_observation_public / PySegCNN · GitLab

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Jan 25, 2021
- Updated dependencies. · 74a54495
  Frisinghelli Daniel authored 4 years ago
  
  74a54495
- Adjusted NetworkInference to accumulate statistics accross different model runs. · aefec6d3
  Frisinghelli Daniel authored 4 years ago
  
  aefec6d3
- Adjusted imports to match new naming. · e5d1fd2e
  Frisinghelli Daniel authored 4 years ago
  
  e5d1fd2e
- Split the configuration files for different types of training and evaluation. · e2498b78
  Frisinghelli Daniel authored 4 years ago
  
  e2498b78
Jan 22, 2021
- Working on a more stable generation of model state files. · 04830e41
  Frisinghelli Daniel authored 4 years ago
  
  04830e41
- Moved random seed parameter to split configurations. · 2037ea8f
  Frisinghelli Daniel authored 4 years ago
  
  2037ea8f
- Implemented cross-validation subsampling. · ad3d88eb
  Frisinghelli Daniel authored 4 years ago
  
  ad3d88eb
- Training script to train models on a single domain. · b3b65b40
  Frisinghelli Daniel authored 4 years ago
  
  b3b65b40
- Preparing to split transfer learning to dedicated training script. · 90a211a4
  Frisinghelli Daniel authored 4 years ago
  
  90a211a4
Jan 20, 2021
- Major refactor of NetworkInference: implemented label mapping. · 53373694
  Frisinghelli Daniel authored 4 years ago
  
  53373694
- Adjusted dataset source directory. · 55480e7a
  Frisinghelli Daniel authored 4 years ago
  
  55480e7a
- Compliance to gdal v3.2 python bindings. · 9b6ebd72
  Frisinghelli Daniel authored 4 years ago
  
  9b6ebd72
Jan 19, 2021
- Removed some options for network evaluation. · 7e5a4d7d
  Frisinghelli Daniel authored 4 years ago
  
  7e5a4d7d
- Major refactor: Adapting NetworkInference to accomodate multiple models. · 54b1f584
  Frisinghelli Daniel authored 4 years ago
  
  54b1f584
- Removed the date option for plot_sample. · bf590e6b
  Frisinghelli Daniel authored 4 years ago
  
  bf590e6b
- Added LabelMapping from Sparcs to Alcd and vice versa. · 3a60f332
  Frisinghelli Daniel authored 4 years ago
  
  3a60f332
- Handle 2d-input arrays. · 8f6b2d2a
  Frisinghelli Daniel authored 4 years ago
  
  8f6b2d2a
Jan 15, 2021
- Moved transfer learning part to dedicated configuration class. · 4cd13e4d
  Frisinghelli Daniel authored 4 years ago
  
  4cd13e4d
- Close gdal vrt dataset for safety reasons. · f891756e
  Frisinghelli Daniel authored 4 years ago
  
  f891756e
- Changed naming convention. · 854ffb6f
  Frisinghelli Daniel authored 4 years ago
  
  854ffb6f
Jan 14, 2021
- Improved representation logging. · 83eaba9d
  Frisinghelli Daniel authored 4 years ago
  
  83eaba9d
- Fixed some issues when initializing model training. · 0e647c48
  Frisinghelli Daniel authored 4 years ago
  
  0e647c48
- Improved documentation of available options. · 86f3fd1e
  Frisinghelli Daniel authored 4 years ago
  
  86f3fd1e
- Moved training initialization to dedicated script. · ee41cb57
  Frisinghelli Daniel authored 4 years ago
  
  ee41cb57
- Fixed band order on both Windows and Linux. · 5e68ee89
  Frisinghelli Daniel authored 4 years ago
  
  5e68ee89
- Improved logging when converting hdfs to tifs. · 4a1ee7d7
  Frisinghelli Daniel authored 4 years ago
  
  4a1ee7d7
- Implemented to set NoData value when saving numpy arrays to tifs; implemented... · 824f6097
  Frisinghelli Daniel authored 4 years ago
  
  Implemented to set NoData value when saving numpy arrays to tifs; implemented band description in vrt files.
  824f6097
Jan 13, 2021
- Major refactoring towards a general training class for classification problems. · 5e1f6098
  Frisinghelli Daniel authored 4 years ago
  
  5e1f6098
- Implemented changes of the configurable parameters. · 09f9b55e
  Frisinghelli Daniel authored 4 years ago
  
  09f9b55e
- Added UDA support at input feature level. · 6a965ae8
  Frisinghelli Daniel authored 4 years ago
  
  6a965ae8
- Number of input channels and output classes are saved to state file;... · 92cd6ba6
  Frisinghelli Daniel authored 4 years ago
  
  Number of input channels and output classes are saved to state file; configurable loss function support dropped.
  92cd6ba6
Jan 12, 2021
- Decluttered checkpoint/transfer learning model initialization. · 49be0399
  Frisinghelli Daniel authored 4 years ago
  
  49be0399
- Major generalization of Network class; added support for AdamW and AMSgrad. · 2b0eca74
  Frisinghelli Daniel authored 4 years ago
  
  2b0eca74
- Implemented configuration of optimizer keyword arguments. · 91726ddd
  Frisinghelli Daniel authored 4 years ago
  
  91726ddd
- Added a function to calculate the extent of a low-resolution pixel in a high resolution image. · a199b0a2
  Frisinghelli Daniel authored 4 years ago
  
  a199b0a2
Jan 11, 2021
- Added a function to extract values from a raster by another raster mask. · b8ae911e
  Frisinghelli Daniel authored 4 years ago
  
  b8ae911e
Jan 08, 2021
- Added a function to plot each scene of a dataset. · e42e9539
  Frisinghelli Daniel authored 4 years ago
  
  e42e9539
Jan 07, 2021
- Implemented the interface to the ALCD dataset. · 7a4d8a18
  Frisinghelli Daniel authored 4 years ago
  
  7a4d8a18
Dec 23, 2020
- Added the option to set a description for each raster band. · 82df5850
  Frisinghelli Daniel authored 4 years ago
  
  82df5850
Dec 21, 2020
- Added a function to convert decimal numbers to binary. · 3e5c4f4b
  Frisinghelli Daniel authored 4 years ago
  
  3e5c4f4b