The script `data_creator.py` expects the following command line arguments:
*'--band3' directory location of the rgb channels
*'--band4' directory location of the I channel
*'--output_dir' output parent directory
*'--test_dir' output directory for json testset
*'--train_dir' output directory for json trainset
*'--eval_dir' output directory for json evaluation set
*'--gt' name and extension for ground-truth patches
*'--A' name and extension for T1 patches
*'--B'name and extension for T2 patches
*'--city' identification code template for patches, by default wv2{}_{}. the first gap corresponds to tile id and the second gap correspond to patch id in the tile
*'--custom_filter_active' boolean variable to trigger filter operations over the trainset, the filter consist in remove patches from the trainset that contains a ratio of change/no_change bigger than certain threshold
*'--filter_value, filter threshold value (0, 1)
*'--kernel' patch size, by default 128
*'--offset' padding value, by default 0
*'--stride' stride value, by default 10
*`--band3` directory location of the rgb channels
*`--band4` directory location of the I channel
*`--output_dir` output parent directory
*`--test_dir` output directory for json testset
*`--train_dir` output directory for json trainset
*`--eval_dir` output directory for json evaluation set
*`--gt` name and extension for ground-truth patches
*`--A` name and extension for T1 patches
*`--B`name and extension for T2 patches
*`--city` identification code template for patches, by default wv2{}_{}. the first gap corresponds to tile id and the second gap correspond to patch id in the tile
*`--custom_filter_active` boolean variable to trigger filter operations over the trainset, the filter consist in remove patches from the trainset that contains a ratio of change/no_change bigger than certain threshold
*`--filter_value`, filter threshold value (0, 1)
*`--kernel` patch size, by default 128
*`--offset` padding value, by default 0
*`--stride` stride value, by default 10
## Training
The script `train.py` expects the following command line arguments:
*'--dataset' specify the path to the trainset json file
*`--dataset` specify the path to the trainset json file
## Test
The script `test.py` expects the following command line arguments:
*'--dataset' specify the path to the testset json file
*'--results_dir' specify the path to the output directory
*`--dataset` specify the path to the testset json file
*`--results_dir` specify the path to the output directory
## Evaluation
The script `evaluation.py` expects the following command line arguments:
*'--dataset' specify the path to the evaluationtset json file
*'--results_dir' specify the path to the output directory created by test.py
*'--date' select the date when the experiment test.py was performed
*'--experiment_n' specify the experiment id [int]
*`--dataset` specify the path to the evaluationtset json file
*`--results_dir` specify the path to the output directory created by test.py
*`--date` select the date when the experiment test.py was performed
