2021-08-17 14:16:55 +08:00
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# Copyright (c) OpenMMLab. All rights reserved.
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2022-12-30 11:49:32 +08:00
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# yapf: disable
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2020-07-07 20:52:19 +08:00
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from .ade import ADE20KDataset
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[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
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from .basesegdataset import BaseCDDataset, BaseSegDataset
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2020-10-23 08:27:40 +08:00
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from .chase_db1 import ChaseDB1Dataset
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2020-07-07 20:52:19 +08:00
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from .cityscapes import CityscapesDataset
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2021-09-22 20:48:08 +08:00
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from .coco_stuff import COCOStuffDataset
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2021-08-29 02:51:05 +08:00
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from .dark_zurich import DarkZurichDataset
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2022-06-27 22:36:18 +08:00
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from .dataset_wrappers import MultiImageMixDataset
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2022-10-26 20:10:42 +08:00
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from .decathlon import DecathlonDataset
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2020-10-23 08:27:40 +08:00
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from .drive import DRIVEDataset
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from .hrf import HRFDataset
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2022-02-17 19:07:32 +08:00
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from .isaid import iSAIDDataset
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2022-01-22 20:27:51 +08:00
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from .isprs import ISPRSDataset
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[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
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from .levir import LEVIRCDDataset
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2022-10-31 20:47:52 +08:00
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from .lip import LIPDataset
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2021-11-24 19:41:19 +08:00
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from .loveda import LoveDADataset
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2023-03-15 14:44:38 +08:00
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from .mapillary import MapillaryDataset_v1, MapillaryDataset_v2
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2021-08-29 02:51:05 +08:00
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from .night_driving import NightDrivingDataset
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2021-04-20 12:20:54 +08:00
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from .pascal_context import PascalContextDataset, PascalContextDataset59
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2022-01-18 14:15:15 +08:00
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from .potsdam import PotsdamDataset
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2023-02-03 16:02:19 +08:00
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from .refuge import REFUGEDataset
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2020-10-23 08:27:40 +08:00
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from .stare import STAREDataset
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2023-01-06 16:14:54 +08:00
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from .synapse import SynapseDataset
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2023-01-02 21:29:03 +08:00
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# yapf: disable
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2023-04-24 13:44:20 +08:00
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from .transforms import (CLAHE, AdjustGamma, Albu, BioMedical3DPad,
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2023-01-20 15:34:11 +08:00
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BioMedical3DRandomCrop, BioMedical3DRandomFlip,
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BioMedicalGaussianBlur, BioMedicalGaussianNoise,
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[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
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BioMedicalRandomGamma, ConcatCDInput, GenerateEdge,
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LoadAnnotations, LoadBiomedicalAnnotation,
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LoadBiomedicalData, LoadBiomedicalImageFromFile,
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LoadImageFromNDArray, LoadMultipleRSImageFromFile,
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LoadSingleRSImageFromFile, PackSegInputs,
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PhotoMetricDistortion, RandomCrop, RandomCutOut,
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RandomMosaic, RandomRotate, RandomRotFlip, Rerange,
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ResizeShortestEdge, ResizeToMultiple, RGB2Gray,
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SegRescale)
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2020-07-07 20:52:19 +08:00
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from .voc import PascalVOCDataset
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2022-12-30 11:49:32 +08:00
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# yapf: enable
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2020-07-07 20:52:19 +08:00
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__all__ = [
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2023-01-20 15:34:11 +08:00
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'BaseSegDataset', 'BioMedical3DRandomCrop', 'BioMedical3DRandomFlip',
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'CityscapesDataset', 'PascalVOCDataset', 'ADE20KDataset',
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'PascalContextDataset', 'PascalContextDataset59', 'ChaseDB1Dataset',
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'DRIVEDataset', 'HRFDataset', 'STAREDataset', 'DarkZurichDataset',
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'NightDrivingDataset', 'COCOStuffDataset', 'LoveDADataset',
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'MultiImageMixDataset', 'iSAIDDataset', 'ISPRSDataset', 'PotsdamDataset',
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'LoadAnnotations', 'RandomCrop', 'SegRescale', 'PhotoMetricDistortion',
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'RandomRotate', 'AdjustGamma', 'CLAHE', 'Rerange', 'RGB2Gray',
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'RandomCutOut', 'RandomMosaic', 'PackSegInputs', 'ResizeToMultiple',
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2022-10-18 16:30:08 +08:00
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'LoadImageFromNDArray', 'LoadBiomedicalImageFromFile',
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2022-10-26 20:10:42 +08:00
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'LoadBiomedicalAnnotation', 'LoadBiomedicalData', 'GenerateEdge',
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2023-01-02 20:43:15 +08:00
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'DecathlonDataset', 'LIPDataset', 'ResizeShortestEdge',
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2023-01-02 21:29:03 +08:00
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'BioMedicalGaussianNoise', 'BioMedicalGaussianBlur',
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2023-01-06 16:14:54 +08:00
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'BioMedicalRandomGamma', 'BioMedical3DPad', 'RandomRotFlip',
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2023-03-15 14:44:38 +08:00
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'SynapseDataset', 'REFUGEDataset', 'MapillaryDataset_v1',
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[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
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'MapillaryDataset_v2', 'Albu', 'LEVIRCDDataset',
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'LoadMultipleRSImageFromFile', 'LoadSingleRSImageFromFile',
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'ConcatCDInput', 'BaseCDDataset'
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2020-07-07 20:52:19 +08:00
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]
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