Dataset Viewer
The dataset viewer is not available for this split.
Cannot load the dataset split (in streaming mode) to extract the first rows.
Error code: StreamingRowsError
Exception: ValueError
Message: Invalid string class label PhenoLeaf_TS@ef242cd40aca6642645c831603e4ccf938b534e9
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 478, 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 2818, in __iter__
for key, example in ex_iterable:
^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2368, 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 2285, 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 2162, in encode_example
return encode_nested_example(self, example)
File "/usr/local/lib/python3.14/site-packages/datasets/features/features.py", line 1446, 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 1469, 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 1144, in encode_example
example_data = self.str2int(example_data)
File "/usr/local/lib/python3.14/site-packages/datasets/features/features.py", line 1081, in str2int
output = [self._strval2int(value) for value in values]
~~~~~~~~~~~~~~~~^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/features/features.py", line 1102, in _strval2int
raise ValueError(f"Invalid string class label {value}")
ValueError: Invalid string class label PhenoLeaf_TS@ef242cd40aca6642645c831603e4ccf938b534e9Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
license: cc-by-4.0 pretty_name: "PhenoLeaf-TS" tags: [plant-phenotyping, arabidopsis-thaliana, leaf-segmentation, leaf-tracking, rgb-images]
PhenoLeaf-TS
PhenoLeaf-TS is a time-series RGB image dataset associated with the dataset paper accepted at the European Conference for Computer Vision (ECCV) 2026. The dataset supports leaf instance segmentation, leaf tracking, and growth stage classification of Arabidopsis thaliana.
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Code
The source code and additional documentation are available here:
License and Citation
This dataset is released under the Creative Commons Attribution 4.0 International License (CC BY 4.0).
If you use this dataset, please cite the following paper from the European Conference for Computer Vision (ECCV) 2026:
@inproceedings{saric2026phenoleafts,
title = {PhenoLeaf-TS: A Time-Series Benchmark for Leaf Instance
Segmentation, Tracking, and Growth Stage Classification},
author = {Sari\'c, Rijad and Azam, Basim and Khan, Sarmad and \v{C}ustovi\'c, Edhem},
booktitle = {Proceedings of the European Conference for Computer Vision (ECCV)},
year = {2026}
}
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