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Update app.py
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app.py
CHANGED
@@ -1,4 +1,3 @@
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import torch
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from diffusers.utils import load_image
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from diffusers import FluxControlNetPipeline, FluxControlNetModel, FluxMultiControlNetModel
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@@ -25,18 +24,18 @@ control_modes = [
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]
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@spaces.GPU
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def generate_image(prompt, control_image_depth,
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control_images = []
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control_modes = []
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conditioning_scales = []
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if use_depth:
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control_images.append(control_image_depth)
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control_modes.append(
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conditioning_scales.append(0.2)
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control_images.append(control_image_canny)
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control_modes.append(
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conditioning_scales.append(0.4)
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width, height = control_image_canny.size
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@@ -60,10 +59,10 @@ iface = gr.Interface(
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inputs=[
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gr.Text(label="Prompt"),
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gr.Image(label="Control Image (Depth)"),
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gr.Dropdown(choices=control_modes, value="depth", label="Control Mode (Depth)"),
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gr.Checkbox(label="Use Depth Control Image", value=True),
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gr.Image(label="Control Image (Canny)"),
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gr.Dropdown(choices=control_modes, value="canny", label="Control Mode (Canny)")
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],
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outputs=gr.Image(label="Generated Image"),
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title="FluxControlNet Image Generation",
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import torch
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from diffusers.utils import load_image
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from diffusers import FluxControlNetPipeline, FluxControlNetModel, FluxMultiControlNetModel
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]
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@spaces.GPU
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def generate_image(prompt, control_image_depth, control_mode_depth_index, use_depth, control_image_canny, control_mode_canny_index):
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control_images = []
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control_modes = []
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conditioning_scales = []
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if use_depth:
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control_images.append(control_image_depth)
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control_modes.append(control_mode_depth_index)
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conditioning_scales.append(0.2)
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control_images.append(control_image_canny)
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control_modes.append(control_mode_canny_index)
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conditioning_scales.append(0.4)
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width, height = control_image_canny.size
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inputs=[
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gr.Text(label="Prompt"),
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gr.Image(label="Control Image (Depth)"),
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gr.Dropdown(choices=list(range(len(control_modes))), value=control_modes.index("depth"), label="Control Mode (Depth)"),
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gr.Checkbox(label="Use Depth Control Image", value=True),
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gr.Image(label="Control Image (Canny)"),
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gr.Dropdown(choices=list(range(len(control_modes))), value=control_modes.index("canny"), label="Control Mode (Canny)")
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],
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outputs=gr.Image(label="Generated Image"),
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title="FluxControlNet Image Generation",
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