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| About | |
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| Perturbations enables the exploration of the latent space around a seed. | |
| Perturbing the noise from an initial seed towards the noise from a different seed illustrates the variations in images obtainable from a local region of latent space. | |
| Using a small perturbation size produces target images that closely resemble the one from the initial seed. | |
| Larger perturbations traverse more distance in latent space towards the second seed, resulting in greater variation in the generated images. | |
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| Additional Controls: | |
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| Number of Perturbations: | |
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| Specify the number of perturbations to create, i.e., the number of seeds to use. More perturbations produce more images. | |
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| Perturbation Size: | |
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| Controls the perturbation magnitude, ranging from 0 to 1. | |
| With a value of 0, all images will match the one from the initial seed. | |
| With a value of 1, images will have no connection to the initial seed. | |
| A value such as 0.1 is recommended. | |
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| <img src="https://raw.githubusercontent.com/touretzkyds/DiffusionDemo/master/images/perturbations.png" style="max-width: 100%; height: auto; margin-top: 10px; margin-bottom: 10px; padding-left: 10px;"> | |
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