Datasets:

Tasks:
Other
Languages: English
Multilinguality: monolingual
Size Categories: 10K<n<100K
Language Creators: crowdsourced
Annotations Creators: crowdsourced
Source Datasets: original
License: unknown
Dataset Preview Go to dataset viewer
The dataset preview is not available for this dataset.
Cannot get the split names for the dataset.
Error code:   SplitsNamesError
Exception:    TypeError
Message:      __init__() got an unexpected keyword argument 'image_file_path_column'
Traceback:    Traceback (most recent call last):
                File "/src/workers/datasets_based/src/datasets_based/workers/splits.py", line 127, in compute_splits_response
                  split_full_names = get_dataset_split_full_names(dataset=dataset, use_auth_token=use_auth_token)
                File "/src/workers/datasets_based/src/datasets_based/workers/splits.py", line 87, in get_dataset_split_full_names
                  return [
                File "/src/workers/datasets_based/src/datasets_based/workers/splits.py", line 90, in <listcomp>
                  for split in get_dataset_split_names(path=dataset, config_name=config, use_auth_token=use_auth_token)
                File "/src/workers/datasets_based/.venv/lib/python3.9/site-packages/datasets/inspect.py", line 420, in get_dataset_split_names
                  info = get_dataset_config_info(
                File "/src/workers/datasets_based/.venv/lib/python3.9/site-packages/datasets/inspect.py", line 352, in get_dataset_config_info
                  builder = load_dataset_builder(
                File "/src/workers/datasets_based/.venv/lib/python3.9/site-packages/datasets/load.py", line 1514, in load_dataset_builder
                  builder_instance: DatasetBuilder = builder_cls(
                File "/src/workers/datasets_based/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1305, in __init__
                  super().__init__(*args, **kwargs)
                File "/src/workers/datasets_based/.venv/lib/python3.9/site-packages/datasets/builder.py", line 321, in __init__
                  info.update(self._info())
                File "/tmp/modules-cache/datasets_modules/datasets/nateraw--cats_vs_dogs/bb60c079d5f4732996eafd6bae373717e5a623406ab8a5c97987073380c4751c/cats_vs_dogs.py", line 58, in _info
                  ImageClassification(
              TypeError: __init__() got an unexpected keyword argument 'image_file_path_column'

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YAML Metadata Warning: The task_ids "other-other-image-classification" is not in the official list: acceptability-classification, entity-linking-classification, fact-checking, intent-classification, multi-class-classification, multi-label-classification, multi-input-text-classification, natural-language-inference, semantic-similarity-classification, sentiment-classification, topic-classification, semantic-similarity-scoring, sentiment-scoring, sentiment-analysis, hate-speech-detection, text-scoring, named-entity-recognition, part-of-speech, parsing, lemmatization, word-sense-disambiguation, coreference-resolution, extractive-qa, open-domain-qa, closed-domain-qa, news-articles-summarization, news-articles-headline-generation, dialogue-generation, dialogue-modeling, language-modeling, text-simplification, explanation-generation, abstractive-qa, open-domain-abstractive-qa, closed-domain-qa, open-book-qa, closed-book-qa, slot-filling, masked-language-modeling, keyword-spotting, speaker-identification, audio-intent-classification, audio-emotion-recognition, audio-language-identification, multi-label-image-classification, multi-class-image-classification, face-detection, vehicle-detection, instance-segmentation, semantic-segmentation, panoptic-segmentation, image-captioning, grasping, task-planning, tabular-multi-class-classification, tabular-multi-label-classification, tabular-single-column-regression, rdf-to-text, multiple-choice-qa, multiple-choice-coreference-resolution, document-retrieval, utterance-retrieval, entity-linking-retrieval, fact-checking-retrieval, univariate-time-series-forecasting, multivariate-time-series-forecasting, visual-question-answering, document-question-answering

Dataset Card for Cats Vs. Dogs

Dataset Summary

A large set of images of cats and dogs. There are 1738 corrupted images that are dropped.

Supported Tasks and Leaderboards

  • image-classification

Languages

English

Dataset Structure

Data Instances

A sample from the training set is provided below:

{
  'image': '/root/.cache/huggingface/datasets/downloads/extracted/6e1e8c9052e9f3f7ecbcb4b90860668f81c1d36d86cc9606d49066f8da8bfb4f/PetImages/Cat/1.jpg',
  'label': 0
}

Data Fields

The data instances have the following fields:

  • image_file_path: a string filepath to an image.
  • labels: an int classification label.

Data Splits

name train
cats_and_dogs 23410

Dataset Creation

Curation Rationale

[More Information Needed]

Source Data

Initial Data Collection and Normalization

[More Information Needed]

Who are the source language producers?

[More Information Needed]

Annotations

Annotation process

[More Information Needed]

Who are the annotators?

[More Information Needed]

Personal and Sensitive Information

[More Information Needed]

Considerations for Using the Data

Social Impact of Dataset

[More Information Needed]

Discussion of Biases

[More Information Needed]

Other Known Limitations

[More Information Needed]

Additional Information

Dataset Curators

[More Information Needed]

Licensing Information

[More Information Needed]

Citation Information

@Inproceedings (Conference){asirra-a-captcha-that-exploits-interest-aligned-manual-image-categorization,
author = {Elson, Jeremy and Douceur, John (JD) and Howell, Jon and Saul, Jared},
title = {Asirra: A CAPTCHA that Exploits Interest-Aligned Manual Image Categorization},
booktitle = {Proceedings of 14th ACM Conference on Computer and Communications Security (CCS)},
year = {2007},
month = {October},
publisher = {Association for Computing Machinery, Inc.},
url = {https://www.microsoft.com/en-us/research/publication/asirra-a-captcha-that-exploits-interest-aligned-manual-image-categorization/},
edition = {Proceedings of 14th ACM Conference on Computer and Communications Security (CCS)},
}

Contributions

Thanks to @nateraw for adding this dataset.

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