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26 lines
729 B
Python
26 lines
729 B
Python
from PIL import Image
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from imaginairy.api import load_model
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from imaginairy.safety import is_nsfw
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from imaginairy.utils import get_device, pillow_img_to_torch_image
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from tests import TESTS_FOLDER
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def test_is_nsfw():
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img = Image.open(f"{TESTS_FOLDER}/data/safety.jpg")
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latent = _pil_to_latent(img)
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assert is_nsfw(img, latent)
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img = Image.open(f"{TESTS_FOLDER}/data/girl_with_a_pearl_earring.jpg")
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latent = _pil_to_latent(img)
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assert not is_nsfw(img, latent)
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def _pil_to_latent(img):
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model = load_model()
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model.tile_mode(False)
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img = pillow_img_to_torch_image(img)
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img = img.to(get_device())
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latent = model.get_first_stage_encoding(model.encode_first_stage(img))
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return latent
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