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Say hello to torch-dreams

pip install torch-dreams 

Quick start

Make sure you also check out the quick start colab notebook and the docs for more interesting examples.

import matplotlib.pyplot as plt
import torchvision.models as models
from torch_dreams.dreamer import dreamer

model = models.inception_v3(pretrained=True)
dreamy_boi = dreamer(model)

config = {
    "image_path": "your_image.jpg",
    "layers": [model.Mixed_6c.branch1x1],
    "octave_scale": 1.2,
    "num_octaves": 10,
    "iterations": 20,
    "lr": 0.03,
    "max_rotation": 0.5,
}

out = dreamy_boi.deep_dream(config)
plt.imshow(out)
plt.show()

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