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--- |
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license: mit |
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tags: |
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- infinite-dataset-hub |
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- synthetic |
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--- |
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# Corroboration-Image |
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tags: multimodal, visual verification, image corroboration |
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_Note: This is an AI-generated dataset so its content may be inaccurate or false_ |
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**Dataset Description:** |
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The 'Corroboration-Image' dataset is a curated collection of images paired with textual evidence used for training machine learning models in the task of visual verification and image corroboration. The dataset is designed to support multimodal learning approaches, where a model learns to associate textual descriptions with corresponding visual content to confirm or deny the validity of a claim or statement. The labeling strategy focuses on 'Corroboration' to indicate whether the visual content supports the textual claim provided. |
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**CSV Content Preview:** |
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``` |
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id, image_url, claim, label |
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1, "http://example.com/images/corroboration1.jpg", "A group of people are seen at a concert, loudly cheering.", "Corroboration" |
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2, "http://example.com/images/corroboration2.jpg", "The picture shows a green car parked in front of a red building.", "Corroboration" |
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3, "http://example.com/images/corroboration3.jpg", "An image depicts a historical monument with a plaque detailing its history.", "Corroboration" |
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4, "http://example.com/images/corroboration4.jpg", "This photograph captures a cat playing with a ball of yarn.", "Corroboration" |
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5, "http://example.com/images/corroboration5.jpg", "A snapshot shows a variety of fruits on a farm in an orchard.", "Corroboration" |
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``` |
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In this dataset, the 'id' column represents a unique identifier for each image-text pair, 'image_url' contains the URL to the corresponding image, 'claim' includes a textual description that should be corroborated by the image, and 'label' is either 'Corroboration' or 'No Corroboration' to indicate if the image confirms the textual claim. |
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**Source of the data:** |
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The dataset was generated using the [Infinite Dataset Hub](https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub) and microsoft/Phi-3-mini-4k-instruct using the query 'corroboration ': |
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- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=corroboration+&dataset=Corroboration-Image&tags=multimodal,+visual+verification,+image+corroboration |
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- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct |
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- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub |
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