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Data · dataset · 2023

Handheld Device Doodle Art Dataset

Listed in Teesside University Research Data Repository

The "Handheld Device Doodle Art Dataset" comprises of 171,137 hand-drawn doodles, that have 169 classes, it was initially developed as a part of a drawing app that we were working on.

Description

These images were created on mobile screens on an app developed on Flutter using it's canvas library, made specifically to create data. The process engaged a cooperative group of 20 friends, it is also taken care that each data element are drawn with at least 5 different styles and data is balanced.

As a resource, this dataset offers significant potential for training of machine learning models in hand drawing recognition specifically those investigating human drawing behaviour on handheld devices. Furthermore, this dataset could prove instrumental in the development of drawing practice applications for children.

Links

Where it is published

Catalogue records · 1

Topics

Inferred from text
Image 65% · Screen and digital media 69%
Provenance · 1 source records, 12 field assertions
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Teesside University Research Data Repositoryoai:data.mendeley.com/72s9tyc5z8.110 d agoJSON v1
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