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docs: Updated README and dataset infos

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  2. dataset_infos.json +191 -0
README.md CHANGED
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  ---
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- license: apache-2.0
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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+ annotations_creators:
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+ - crowdsourced
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+ language:
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+ - en
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+ language_creators:
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+ - crowdsourced
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+ license:
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+ - apache-2.0
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+ multilinguality: []
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+ pretty_name: Imagewoof
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+ size_categories:
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+ - 1K<n<10K
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+ source_datasets:
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+ - extended
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+ task_categories:
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+ - image-classification
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+ task_ids:
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+ - image-classification
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+ paperswithcode_id: imagewoof
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  ---
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+
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+ # Dataset Card for OpenFire
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+
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+ ## Table of Contents
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+ - [Table of Contents](#table-of-contents)
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+ - [Dataset Description](#dataset-description)
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+ - [Dataset Summary](#dataset-summary)
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+ - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
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+ - [Languages](#languages)
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+ - [Dataset Structure](#dataset-structure)
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+ - [Data Instances](#data-instances)
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+ - [Data Fields](#data-fields)
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+ - [Data Splits](#data-splits)
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+ - [Dataset Creation](#dataset-creation)
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+ - [Curation Rationale](#curation-rationale)
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+ - [Source Data](#source-data)
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+ - [Annotations](#annotations)
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+ - [Personal and Sensitive Information](#personal-and-sensitive-information)
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+ - [Considerations for Using the Data](#considerations-for-using-the-data)
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+ - [Social Impact of Dataset](#social-impact-of-dataset)
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+ - [Discussion of Biases](#discussion-of-biases)
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+ - [Other Known Limitations](#other-known-limitations)
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+ - [Additional Information](#additional-information)
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+ - [Dataset Curators](#dataset-curators)
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+ - [Licensing Information](#licensing-information)
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+ - [Citation Information](#citation-information)
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+ - [Contributions](#contributions)
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+
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+ ## Dataset Description
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+
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+ - **Homepage:** https://github.com/fastai/imagenette#imagewoof
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+ - **Repository:** https://github.com/fastai/imagenette
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+ - **Leaderboard:** https://paperswithcode.com/sota/image-classification-on-imagewoof
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+
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+ ### Dataset Summary
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+
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+ A smaller subset of 10 classes from [Imagenet](https://huggingface.co/datasets/imagenet-1k#dataset-summary) that aren't so easy to classify, since they're all dog breeds.
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+
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+ ### Supported Tasks and Leaderboards
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+
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+ - `image-classification`: The dataset can be used to train a model for Image Classification.
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+
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+ ### Languages
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+
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+ The class labels in the dataset are in English.
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+
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+ ## Dataset Structure
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+
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+ ### Data Instances
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+
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+ A data point comprises an image URL and its classification label.
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+
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+ ```
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+ {
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+ 'image': <PIL.JpegImagePlugin.JpegImageFile image mode=RGB size=320x320 at 0x19FA12186D8>,
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+ 'label': 'Beagle',
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+ }
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+ ```
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+
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+ ### Data Fields
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+
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+ - `image`: A `PIL.Image.Image` object containing the image.
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+ - `label`: the expected class label of the image.
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+
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+ ### Data Splits
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+
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+ | |train|validation|
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+ |---------|----:|---------:|
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+ |imagewoof| 9025| 3929|
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+
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+
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+ ## Dataset Creation
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+
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+ ### Curation Rationale
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+
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+ cf. https://huggingface.co/datasets/imagenet-1k#curation-rationale
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+
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+ ### Source Data
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+
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+ #### Initial Data Collection and Normalization
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+
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+ Imagewoof is a subset of [ImageNet](https://huggingface.co/datasets/imagenet-1k). Information about data collection of the source data can be found [here](https://huggingface.co/datasets/imagenet-1k#initial-data-collection-and-normalization).
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+
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+ ### Annotations
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+
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+ #### Annotation process
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+
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+ cf. https://huggingface.co/datasets/imagenet-1k#annotation-process
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+
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+ #### Who are the annotators?
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+
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+ cf. https://huggingface.co/datasets/imagenet-1k#who-are-the-annotators
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+
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+ ### Personal and Sensitive Information
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+
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+ cf. https://huggingface.co/datasets/imagenet-1k#personal-and-sensitive-information
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+
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+ ## Considerations for Using the Data
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+
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+ ### Social Impact of Dataset
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+
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+ cf. https://huggingface.co/datasets/imagenet-1k#social-impact-of-dataset
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+
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+ ### Discussion of Biases
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+
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+ cf. https://huggingface.co/datasets/imagenet-1k#discussion-of-biases
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+
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+ ### Other Known Limitations
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+
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+ cf. https://huggingface.co/datasets/imagenet-1k#other-known-limitations
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+
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+ ## Additional Information
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+
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+ ### Dataset Curators
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+
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+ cf. https://huggingface.co/datasets/imagenet-1k#dataset-curators
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+ and Jeremy Howard
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+
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+ ### Licensing Information
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+
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+ [Apache License 2.0](https://www.apache.org/licenses/LICENSE-2.0).
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+
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+ ### Citation Information
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+
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+ ```
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+ @software{Howard_Imagewoof_2019,
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+ title={Imagewoof: a subset of 10 classes from Imagenet that aren't so easy to classify},
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+ author={Jeremy Howard},
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+ year={2019},
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+ month={March},
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+ publisher = {GitHub},
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+ url = {https://github.com/fastai/imagenette#imagewoof}
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+ }
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+ ```
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+
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+ ### Contributions
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+
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+ This dataset was added to HuggingFace Datasets by [@frgfm](https://huggingface.co/frgfm).
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