Data · dataset · 2022

HuggingFaceM4/DTD_Describable-Textures-Dataset

Listed in Hugging Face Datasets

DTD is a texture database, consisting of 5640 images, organized according to a list of 47 terms (categories) inspired from human perception.

Description

There are 120 images for each category. Image sizes range between 300x300 and 640x640, and the images contain at least 90% of the surface representing the category attribute.

The images were collected from Google and Flickr by entering our proposed attributes and related terms as search queries. The images were annotated using Amazon Mechanical Turk in several iterations. For each image we provide key attribute (main category) and a list of joint attributes.

Topics

From keywords: Computer Science & AI
Inferred from text: Image 75%

Provenance · 1 source records, 8 field assertions

Source	Key	Last seen	Raw
Hugging Face Datasets	HuggingFaceM4/DTD_Describable-Textures-Dataset	15 d ago	JSON v1

Field	Assertion	Extractor	Evidence
access_level	source · Hugging Face	connector:huggingface@1.0.0	/gated
concepts[field].local:field:computer-science-ai	mapping · Hugging Face	connector:huggingface@1.0.0
concepts[modality].local:modality:image	enrichment · Hugging Face	keyword-concept-rules@1.0.0	title+description (75%)
created_date	source · Hugging Face	connector:huggingface@1.0.0
description	source · Hugging Face	connector:huggingface@1.0.0	/description
publication_date	source · Hugging Face	connector:huggingface@1.0.0
title	source · Hugging Face	connector:huggingface@1.0.0	/id
updated_date	source · Hugging Face	connector:huggingface@1.0.0

HuggingFaceM4/DTD_Describable-Textures-Dataset

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