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To visualize the types of photos in the dataset without explicitly publishing individual's identities a generative adversarial network (GAN) was trained on the entire dataset. The images in this video show a neural network learning the visual latent space and then interpolating between archetypical identities within the LFW dataset.
![Synthetically generated face from the visual space of LFW dataset](assets/synthetic_01.jpg)
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![Synthetically generated face from the visual space of LFW dataset](assets/synthetic_02.jpg)
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![Synthetically generated face from the visual space of LFW dataset](assets/synthetic_03.jpg)
### Citations