Dataset Viewer
The dataset viewer is not available for this dataset.
Cannot get the config names for the dataset.
Error code: ConfigNamesError
Exception: ReadTimeout
Message: (ReadTimeoutError("HTTPSConnectionPool(host='huggingface.co', port=443): Read timed out. (read timeout=10)"), '(Request ID: 4b11ee17-a9d3-4473-a040-e13399d6549e)')
Traceback: Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/dataset/config_names.py", line 66, in compute_config_names_response
config_names = get_dataset_config_names(
^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/inspect.py", line 161, in get_dataset_config_names
dataset_module = dataset_module_factory(
^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/load.py", line 1207, in dataset_module_factory
raise e1 from None
File "/usr/local/lib/python3.12/site-packages/datasets/load.py", line 1182, in dataset_module_factory
).get_module()
^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/load.py", line 598, in get_module
standalone_yaml_path = cached_path(
^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/utils/file_utils.py", line 180, in cached_path
).resolve_path(url_or_filename)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/huggingface_hub/hf_file_system.py", line 198, in resolve_path
repo_and_revision_exist, err = self._repo_and_revision_exist(repo_type, repo_id, revision)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/huggingface_hub/hf_file_system.py", line 125, in _repo_and_revision_exist
self._api.repo_info(
File "/usr/local/lib/python3.12/site-packages/huggingface_hub/utils/_validators.py", line 114, in _inner_fn
return fn(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/huggingface_hub/hf_api.py", line 2816, in repo_info
return method(
^^^^^^^
File "/usr/local/lib/python3.12/site-packages/huggingface_hub/utils/_validators.py", line 114, in _inner_fn
return fn(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/huggingface_hub/hf_api.py", line 2673, in dataset_info
r = get_session().get(path, headers=headers, timeout=timeout, params=params)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/requests/sessions.py", line 602, in get
return self.request("GET", url, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/requests/sessions.py", line 589, in request
resp = self.send(prep, **send_kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/requests/sessions.py", line 703, in send
r = adapter.send(request, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/huggingface_hub/utils/_http.py", line 96, in send
return super().send(request, *args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/requests/adapters.py", line 690, in send
raise ReadTimeout(e, request=request)
requests.exceptions.ReadTimeout: (ReadTimeoutError("HTTPSConnectionPool(host='huggingface.co', port=443): Read timed out. (read timeout=10)"), '(Request ID: 4b11ee17-a9d3-4473-a040-e13399d6549e)')Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
CPLFW HF-ready
This folder packages the local CPLFW (Cross-Pose LFW) aligned images as a Hugging
Face imagefolder dataset with a verification-pairs CSV.
Layout
cplfw/
├── README.md
├── pairs.csv
└── train/
├── images/<shard>/<file>.jpg
└── metadata.csv
metadata.csv columns
file_name: relative image path used byImageFolder, e.g.images/000/AJ_Cook_1.jpg.label: numeric identity label.label_name/identity: identity name.image_num: per-identity image index from the original filename.source_filename: original CPLFW filename.
pairs.csv columns
pairs.csv mirrors pairs_CPLFW.txt (6000 verification pairs; 3000 same-identity
cross-pose positives and 3000 negatives, split into 10 folds of 600 pairs each
following the LFW convention).
pair_id(0..5999),fold_id(1..10),fold_position(0..299).is_same: 1 for positive pairs, 0 for negatives.image_a,image_b: bare filenames as in the upstream pairs file.image_a_path,image_b_path: paths under thetrainsplit.
Local Stats
- Images: 11648
- Unique identities: 3929
- Identities with one image: 21
- Verification pairs: 6000 (3000 positive / 3000 negative)
- Folds: 10 x 600 pairs
Skipped upstream files
These four upstream files have malformed names (typos like _3jpg.jpg, .jip.jpg,
or - instead of _). They are not referenced by any verification pair, so the
benchmark is unaffected.
Landon_Donovan_3jpg.jpgLeni_Bjorklund-2.jpgLeni_Bjorklund-3.jpgMike_Montgomery_3.jip.jpg
Loading
from datasets import load_dataset
ds = load_dataset("imagefolder", data_dir="data/evaluation/huggingface/cplfw")
train = ds["train"]
import pandas as pd
pairs = pd.read_csv("data/evaluation/huggingface/cplfw/pairs.csv")
Notes
CPLFW (Cross-Pose LFW) is described by its authors as a verification benchmark emphasizing pose variation between the two faces in each positive pair. Check the original dataset terms before publishing or redistributing it.
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