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An Introduction to Image Datasets

November 2019

In 2019 The Photographers' Gallery digital programme launched 'Data / Set / Match', a year-long programme that explores new ways to present, visualise and interrogate contemporary image datasets. This introductory essay presents some key concepts and questions that make the computer vision dataset an object of concern for artists, photographers, thinkers and photographic institutions.

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27/08/19

The success of ImageNet highlighted that in the era of deep learning, data was at least as important as algorithms. Not only did...

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19/07/19

We introduce natural adversarial examples – real-world, unmodified, and naturally occurring examples that cause classifier...

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17/07/19

As researchers, we have always wondered: if we scale up the amount of training data 10x, will the accuracy double?

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05/06/19

This labelling job has made me very observant. I have found pictures that made me think “if I had taken such a picture, then I...

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24/05/19

We knew we needed to collect a data set that has far more images than we have ever had before, perhaps thousands of times more,...

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23/05/19

Victor Wang (王宗孚) on Instagram: “Artist Trevor Paglen’s installation ‘From Apple to Kleptomaniac’ (2019) and Haroon Mirza’s ...

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14/05/19

Let’s play  Name That Dataset!!! https://people.csail.mit.edu/torralba/research/bias/

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13/03/19

ImageNet Roulette (Trevor Paglen, 2019) uses a neural network trained on the “people” categories from the ImageNet dataset to...

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12/09/16

Generating Videos with Scene Dynamics Proof of concept computer science research from Carl Vondrick, Hamed Pirsiavash and...

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