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Upload inference.py

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  1. inference.py +11 -0
inference.py ADDED
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+ from diffusers import StableDiffusionPipeline
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+ import torch
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+
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+ #remember to login with token before loading model
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+ def text_to_hair(prompt, save_name, num_inference_steps=500, guidance_scale=8, model_path ="CVH-vn1210/hair-model"):
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+ pipe = StableDiffusionPipeline.from_pretrained("stabilityai/stable-diffusion-2",torch_dtype=torch.float16)
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+ pipe.unet.load_attn_procs(model_path)
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+ pipe.to("cuda")
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+ image = pipe(prompt, num_inference_steps=num_inference_steps, guidance_scale=8).images[0]
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+ image.save(save_name) #comment if don't want to save image
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+ return image #PIL format