laynholt
f2456126ef
add id field to wandb and remove dublicate code from train
6 months ago
laynholt
7e4643eb84
fix: added a check for the number of dims
6 months ago
laynholt
7cbac2aba1
doc: updated ReadMe with few variables
9 months ago
laynholt
6618c74ae3
feat: The flag for removing boundary objects was added to the config
9 months ago
laynholt
e9a590a040
added renumbering for pred mask
9 months ago
laynholt
b0e7b21a21
refactor: migrate all type annotations from Python 3.9 to 3.10 syntax
...
Replaced typing module generics like List, Dict, Tuple with built-in alternatives (list, dict, tuple).
Updated code to use new union syntax (X | Y) instead of Union[X, Y].
10 months ago
laynholt
40c21d5456
roi_size moved to common section; added multi image extentions support
11 months ago
laynholt
662889c7a7
add roi_size parameter to training
11 months ago
laynholt
ca6465296a
added references
11 months ago
laynholt
d2d4596fc6
Update package versions and include uv installation support
11 months ago
laynholt
7812f2976f
added print_data_info to main
11 months ago
laynholt
0f2befc4e5
Removed tta argument from common;
...
Fix issue with save-masks arg in argparse;
Added metric saving to cvs file.
11 months ago
laynholt
28f978956c
Added the creation of error masks for each class;
...
Added arguments for creating only prediction masks, as well as refusing to save the output;
Added execution time display;
The pretrained_weight parameter has been moved to common;
Parameters related to ensembles have been removed.
11 months ago
laynholt
b201367596
Fixed bugs that prevented the project from running. Mediar Former values for the F1 metric were achieved.
11 months ago
laynholt
c1ef9d20d5
Fixed bugs that prevented the project from running. Mediar Former values for the F1 metric were achieved.
11 months ago
laynholt
4a501ea31a
main script implemented
11 months ago
laynholt
5d984dc7a9
The methods of training, testing and prediction are implemented
11 months ago
laynholt
60aebe5921
added methods for calculating gradient flows
11 months ago
laynholt
2413420620
added logger; added creation of dataloaders
11 months ago
laynholt
8885950b9e
renamed img->image; label->mask
11 months ago
laynholt
7a0b8ffa19
added metrics
11 months ago
laynholt
5db2220917
1) Removed support for parameter lists;
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2) added wrappers for optimizer and schedule;
3) changed parameters for losses.
11 months ago
laynholt
78f97a72a2
simple project restruct, added transforms
12 months ago
laynholt
33ce003657
minor fixes
12 months ago
laynholt
e00331b503
definitions of basic classes, as well as the ability to create config files
12 months ago
laynholt