The dataset viewer is not available for this split.
Error code: StreamingRowsError
Exception: ValueError
Message: Invalid string class label LSL-SS-Net-Landslide-Dataset@bb83d67366a6da3da42964b8d437fb1701f990c4
Traceback: Traceback (most recent call last):
File "/src/services/worker/src/worker/utils.py", line 147, in get_rows_or_raise
return get_rows(
dataset=dataset,
...<4 lines>...
column_names=column_names,
)
File "/src/libs/libcommon/src/libcommon/utils.py", line 272, in decorator
return func(*args, **kwargs)
File "/src/services/worker/src/worker/utils.py", line 127, in get_rows
rows_plus_one = list(itertools.islice(safe_iter(ds, dataset=dataset), rows_max_number + 1))
File "/src/services/worker/src/worker/utils.py", line 483, in safe_iter
yield from ds.decode(False) if ds.features else ds
File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2840, in __iter__
for key, example in ex_iterable:
^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2386, in __iter__
example = _apply_feature_types_on_example(
example, self.features, token_per_repo_id=self.token_per_repo_id
)
File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2303, in _apply_feature_types_on_example
encoded_example = features.encode_example(example)
File "/usr/local/lib/python3.14/site-packages/datasets/features/features.py", line 2178, in encode_example
return encode_nested_example(self, example)
File "/usr/local/lib/python3.14/site-packages/datasets/features/features.py", line 1460, in encode_nested_example
{k: encode_nested_example(schema[k], obj.get(k), level=level + 1) for k in schema}
~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/features/features.py", line 1483, in encode_nested_example
return schema.encode_example(obj) if obj is not None else None
~~~~~~~~~~~~~~~~~~~~~^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/features/features.py", line 1158, in encode_example
example_data = self.str2int(example_data)
File "/usr/local/lib/python3.14/site-packages/datasets/features/features.py", line 1095, in str2int
output = [self._strval2int(value) for value in values]
~~~~~~~~~~~~~~~~^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/features/features.py", line 1116, in _strval2int
raise ValueError(f"Invalid string class label {value}")
ValueError: Invalid string class label LSL-SS-Net-Landslide-Dataset@bb83d67366a6da3da42964b8d437fb1701f990c4Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
LSL-SS-Net-Landslide Dataset
A composite landslide dataset covering Bijie, Jiuzhaigou, and Taitung.
We release a comprehensive landslide dataset comprising full-scene remote sensing imagery, image patches TIFF format, JSON annotations, and corresponding shapefiles.
Dataset Download
Dataset: LSL-SS-Net-Landslide_Dataset.zip
Baidu Netdisk: Download the Dataset
Extraction Code: 1234
Citation
If you use this dataset in your research, please cite the following paper:
Yang, Y., Miao, Z., Li, X., Zhang, H., Chen, S., 2024. LSL-SS-Net: level set loss-guided semantic segmentation networks for landslide extraction. GIScience & Remote Sensing, 61(1), 2416727.
DOI: https://doi.org/10.1080/15481603.2024.2416727
BibTeX:
@article{Yang2024LSLSSNet,
title = {LSL-SS-Net: level set loss-guided semantic
segmentation networks for landslide extraction},
author = {Yang, Yueheng and Miao, Zelang and
Li, Xiaojing and Zhang, Hua and Chen, Shuai},
journal = {GIScience \& Remote Sensing},
volume = {61},
number = {1},
pages = {2416727},
year = {2024},
doi = {10.1080/15481603.2024.2416727}
}
- Downloads last month
- 28