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Update app.py
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app.py
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@@ -4,13 +4,15 @@ import numpy as np
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import gradio as gr
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from pytorch_lightning import seed_everything
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from annotator.util import resize_image, HWC3
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from diffusers import StableDiffusionControlNetPipeline
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# Load the pipeline
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pipe = StableDiffusionControlNetPipeline.from_pretrained(
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"CompVis/stable-diffusion-v1-4",
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controlnet=
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image_encoder="path/to/image_encoder/model"
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).to("cuda")
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def process(input_image, prompt, a_prompt, n_prompt, num_samples, image_resolution, ddim_steps, guess_mode, strength, scale, seed, eta, low_threshold, high_threshold):
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import gradio as gr
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from pytorch_lightning import seed_everything
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from annotator.util import resize_image, HWC3
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from diffusers import StableDiffusionControlNetPipeline, ControlNetModel
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# Load the controlnet model
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controlnet = ControlNetModel.from_pretrained("path/to/controlnet/model")
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# Load the pipeline
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pipe = StableDiffusionControlNetPipeline.from_pretrained(
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"CompVis/stable-diffusion-v1-4",
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controlnet=controlnet
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).to("cuda")
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def process(input_image, prompt, a_prompt, n_prompt, num_samples, image_resolution, ddim_steps, guess_mode, strength, scale, seed, eta, low_threshold, high_threshold):
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