Commit
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3dd0970
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Parent(s):
bc45132
Simplify image loading (#1)
Browse files- Update README.md (92980448b67adf966e50aaf590800d97075b53b5)
- import torch (889434a47227d6659d17b96ff968ccf9bc1edf12)
Co-authored-by: Sayak Paul <sayakpaul@users.noreply.huggingface.co>
README.md
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@@ -42,20 +42,16 @@ pip install git+https://github.com/diffusers.git transformers accelerate scipy s
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Running the pipeline (if you don't swap the scheduler it will run with the default DDIM, in this example we are swapping it to DPMSolverMultistepScheduler):
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```python
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import requests
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import torch
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from PIL import Image
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from io import BytesIO
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from diffusers import DiffusionPipeline
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pipe = DiffusionPipeline.from_pretrained("stabilityai/stable-diffusion-2-1-unclip-small", torch_dtype=torch.float16)
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pipe.to("cuda")
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# get image
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url = "https://huggingface.co/datasets/hf-internal-testing/diffusers-images/resolve/main/stable_unclip/tarsila_do_amaral.png"
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image = Image.open(BytesIO(response.content)).convert("RGB")
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# run image variation
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image = pipe(image).images[0]
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Running the pipeline (if you don't swap the scheduler it will run with the default DDIM, in this example we are swapping it to DPMSolverMultistepScheduler):
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```python
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from diffusers import DiffusionPipeline
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from diffusers.utils import load_image
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import torch
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pipe = DiffusionPipeline.from_pretrained("stabilityai/stable-diffusion-2-1-unclip-small", torch_dtype=torch.float16)
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pipe.to("cuda")
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# get image
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url = "https://huggingface.co/datasets/hf-internal-testing/diffusers-images/resolve/main/stable_unclip/tarsila_do_amaral.png"
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image = load_image(url)
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# run image variation
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image = pipe(image).images[0]
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