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For comparative purposes, our traced and labelled images are provided alongside the original labelled photographs.
Websites, as well as travel operators, are obliged to meet accessibility standards, including considerations such as clearly labelled images and self-explanatory links.
In May, Flickr's auto-tagging system came under scrutiny after it labelled images of black people with tags such as "ape" and "animal".
Flickr is facing a user revolt after a new auto-tagging system labelled images of black people with tags such as "ape" and "animal" as well as tagging pictures of concentration camps with "sport" or "jungle gym".
A survey published earlier this year by the Nation Sikh Campaign in the US found between 20 and 28 per cent of respondents mistakenly labelled images of four differently dressed Sikhs as Middle Eastern, despite the faith being founded in India and almost all Sikhs being of Indian descent.
Instead, we adopt CDPMs, where the models are learned from partially labelled images using Latent Support Vector Machines (LSVM).
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In addition, we admit that other papers often show both a representative reverse and forward labelled image.
Web pages with text and a few properly labeled images are relatively easy to make accessible.
The labeled images are usually the most ambiguous ones, using a principle called active learning [3].
First, the labeled images are transformed into chroma-like channel C θ i according to (2).
These labeled images are treated as the ground truth in the training process.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com