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update readme

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  1. README.md +14 -8
README.md CHANGED
@@ -9,31 +9,37 @@ Note the input image is suppose to be **white background**.
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  import torch
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  import numpy as np
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  from PIL import Image
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- from pipeline_img2mvimg import StableDiffusionImage2MVCustomPipeline
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  pipe = StableDiffusionImage2MVCustomPipeline.from_pretrained(
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- "Luffuly/unique3d-mv-variation-diffuser",
 
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  torch_dtype=torch.float16,
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- trust_remote_code=True
 
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  ).to("cuda")
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- image = Image.open('image.png').convert("RGB")
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  forward_args = dict(
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  width=256,
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  height=256,
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- width_cond=256,
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- height_cond=256,
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  num_images_per_prompt=4,
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- num_inference_steps=50,
 
 
 
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  guidance_scale=1.5,
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  )
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  out = pipe(image, **forward_args).images
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  rgb_np = np.hstack([np.array(img) for img in out])
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- Image.fromarray(rgb_np).save(f"mvimg.png")
 
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  ```
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  ## Image-to-Normal
 
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  import torch
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  import numpy as np
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  from PIL import Image
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+ from pipeline import StableDiffusionImage2MVCustomPipeline
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  pipe = StableDiffusionImage2MVCustomPipeline.from_pretrained(
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+ ".",
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+ # "Luffuly/unique3d-mv-variation-diffuser",
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  torch_dtype=torch.float16,
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+ trust_remote_code=True,
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+ class_labels=torch.tensor(range(4)),
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  ).to("cuda")
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+ seed = -1
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+ generator = torch.Generator(device='cuda').manual_seed(-1)
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+ image = Image.open('/media/mbzuai/Tingting/unique3d-diffuser/hao.png').convert("RGB")
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  forward_args = dict(
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  width=256,
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  height=256,
 
 
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  num_images_per_prompt=4,
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+ num_inference_steps=50,
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+ width_cond=256,
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+ height_cond=256,
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+ generator=generator,
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  guidance_scale=1.5,
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  )
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  out = pipe(image, **forward_args).images
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  rgb_np = np.hstack([np.array(img) for img in out])
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+ Image.fromarray(rgb_np).save(f"test.png")
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+
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  ```
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  ## Image-to-Normal