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Stimulus sets in the study entitled 'Emerged human-like facial expression representation in a deep convolutional neural network'

LZ Liqin Zhou
MM Ming Meng
KZ Ke Zhou
AY Anmin Yang

Last updated date: Apr 10, 2024 Views: 20 Forks: 0

original An abbreviated version of this protocol was published in Science Advances in Mar, 2022
Emerged human-like facial expression representation in a deep convolutional neural network
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The images used in the study titled 'Emerged human-like facial expression representation in a deep convolutional neural network' were obtained from the following database sources:

  1. Stimulus set 1: NimStim: https://danlab.psychology.columbia.edu/content/nimstim-set-facial-expressions

                              KDEF: https://www.kdef.se/download-2/register

  2. Stimulus set 2: RaFD: http://www.socsci.ru.nl:8180/RaFD2/RaFD

  3. Stimulus set 3: AffectNet: http://mohammadmahoor.com/affectnet/

The specific names of the images from these databases are detailed in the Excel file provided. 

 

In addition, the code used for face morphing has also been uploaded.

Related files

temp picInfos_stimulusSet1&2&3_database.xlsx download
zip s0_morph_emotion.zip download
Copyright: © 2024 The Author(s); This is an open-access article under the CC BY-NC license (https://creativecommons.org/licenses/by-nc/4.0/).
How to cite：
Readers should cite both the Bio-protocol preprint and the original research article where this protocol was used:
  1. Zhou, L, Meng, M, Zhou, K and Yang, A(2024). Stimulus sets in the study entitled 'Emerged human-like facial expression representation in a deep convolutional neural network'. Bio-protocol Preprint. bio-protocol.org/prep2641.
  2. Zhou, L., Yang, A., Meng, M. and Zhou, K.(2022). Emerged human-like facial expression representation in a deep convolutional neural network. Science Advances 8(12). DOI: 10.1126/sciadv.abj4383

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