mmsegmentation/tools/dataset_converters
zoulinxin 77591b9e7b
[Feature] Add GDAL backend and Support LEVIR-CD Dataset (#2903)
## Motivation

For support with reading multiple remote sensing image formats, please
refer to https://gdal.org/drivers/raster/index.html.

Byte, UInt16, Int16, UInt32, Int32, Float32, Float64, CInt16, CInt32,
CFloat32 and CFloat64 are supported for reading and writing.

Support input of two images for change detection tasks, and support the
LEVIR-CD dataset.

## Modification

Add LoadSingleRSImageFromFile in 'mmseg/datasets/transforms/loading.py'.
Load a single remote sensing image for object segmentation tasks.

Add LoadMultipleRSImageFromFile in
'mmseg/datasets/transforms/loading.py'.
Load two remote sensing images for change detection tasks.

Add ConcatCDInput  in 'mmseg/datasets/transforms/transforms.py'.
Combine images that have been separately augmented for data enhancement.

Add BaseCDDataset in 'mmseg/datasets/basesegdataset.py'
Base class for datasets used in change detection tasks.

---------

Co-authored-by: xiexinch <xiexinch@outlook.com>
2023-05-08 20:09:33 +08:00
..
chase_db1.py [Refactor] Add pyupgrade pre-commit hook (#2078) 2022-09-19 14:06:29 +08:00
cityscapes.py [Fix]Remove modules from mmcv.runner and mmcv.utils (#1966) 2022-08-25 15:15:21 +08:00
coco_stuff10k.py [Fix]Remove modules from mmcv.runner and mmcv.utils (#1966) 2022-08-25 15:15:21 +08:00
coco_stuff164k.py [Fix]Remove modules from mmcv.runner and mmcv.utils (#1966) 2022-08-25 15:15:21 +08:00
drive.py [Fix]Remove modules from mmcv.runner and mmcv.utils (#1966) 2022-08-25 15:15:21 +08:00
hrf.py [Refactor] Add pyupgrade pre-commit hook (#2078) 2022-09-19 14:06:29 +08:00
isaid.py [Refactor] Add pyupgrade pre-commit hook (#2078) 2022-09-19 14:06:29 +08:00
levircd.py [Feature] Add GDAL backend and Support LEVIR-CD Dataset (#2903) 2023-05-08 20:09:33 +08:00
loveda.py [Refactor] Add pyupgrade pre-commit hook (#2078) 2022-09-19 14:06:29 +08:00
pascal_context.py [Fix]Remove modules from mmcv.runner and mmcv.utils (#1966) 2022-08-25 15:15:21 +08:00
potsdam.py [Fix]Remove modules from mmcv.runner and mmcv.utils (#1966) 2022-08-25 15:15:21 +08:00
refuge.py CodeCamp #139 [Feature] Support REFUGE dataset. (#2554) 2023-02-03 16:02:19 +08:00
stare.py [Refactor] Add pyupgrade pre-commit hook (#2078) 2022-09-19 14:06:29 +08:00
synapse.py CodeCamp #140 [New] [Feature] Add synapse dataset and data augmentation in dev-1.x. (#2432) 2023-01-06 16:14:54 +08:00
vaihingen.py [Fix]Remove modules from mmcv.runner and mmcv.utils (#1966) 2022-08-25 15:15:21 +08:00
voc_aug.py [Fix]Remove modules from mmcv.runner and mmcv.utils (#1966) 2022-08-25 15:15:21 +08:00