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77591b9e7b
## 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>
32 lines
952 B
Python
32 lines
952 B
Python
# Copyright (c) OpenMMLab. All rights reserved.
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from mmseg.registry import DATASETS
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from .basesegdataset import BaseCDDataset
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@DATASETS.register_module()
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class LEVIRCDDataset(BaseCDDataset):
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"""ISPRS dataset.
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In segmentation map annotation for ISPRS, 0 is to ignore index.
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``reduce_zero_label`` should be set to True. The ``img_suffix`` and
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``seg_map_suffix`` are both fixed to '.png'.
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"""
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METAINFO = dict(
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classes=('background', 'changed'),
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palette=[[0, 0, 0], [255, 255, 255]])
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def __init__(self,
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img_suffix='.png',
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img_suffix2='.png',
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seg_map_suffix='.png',
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reduce_zero_label=False,
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**kwargs) -> None:
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super().__init__(
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img_suffix=img_suffix,
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img_suffix2=img_suffix2,
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seg_map_suffix=seg_map_suffix,
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reduce_zero_label=reduce_zero_label,
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**kwargs)
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