Update app.py
Browse files
app.py
CHANGED
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@@ -227,11 +227,14 @@ model_inpaint = None
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def inpaint(image, invert):
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color = HWC3(image["image"])
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if(invert):
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alpha = image["mask"][:, :, 0:1]
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else:
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alpha = 255 - image["mask"][:, :, 0:1]
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result = np.concatenate([color, alpha], axis=2)
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return [result]
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@@ -248,7 +251,8 @@ with block:
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resolution = gr.Slider(label="resolution", minimum=256, maximum=1024, value=512, step=64)
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run_button = gr.Button(label="Run")
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with gr.Column():
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gallery = gr.Gallery(label="Generated images", show_label=False).style(height="auto")
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run_button.click(fn=canny, inputs=[input_image, resolution, low_threshold, high_threshold], outputs=[gallery])
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gr.Markdown("<hr>")
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@@ -260,7 +264,8 @@ with block:
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resolution = gr.Slider(label="resolution", minimum=256, maximum=1024, value=512, step=64)
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run_button = gr.Button(label="Run")
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with gr.Column():
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gallery = gr.Gallery(label="Generated images", show_label=False).style(height="auto")
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run_button.click(fn=hed, inputs=[input_image, resolution], outputs=[gallery])
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gr.Markdown("<hr>")
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@@ -272,7 +277,8 @@ with block:
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resolution = gr.Slider(label="resolution", minimum=256, maximum=1024, value=512, step=64)
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run_button = gr.Button(label="Run")
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with gr.Column():
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gallery = gr.Gallery(label="Generated images", show_label=False).style(height="auto")
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run_button.click(fn=pidi, inputs=[input_image, resolution], outputs=[gallery])
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gr.Markdown("<hr>")
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@@ -286,7 +292,8 @@ with block:
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resolution = gr.Slider(label="resolution", minimum=256, maximum=1024, value=384, step=64)
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run_button = gr.Button(label="Run")
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with gr.Column():
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gallery = gr.Gallery(label="Generated images", show_label=False).style(height="auto")
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run_button.click(fn=mlsd, inputs=[input_image, resolution, value_threshold, distance_threshold], outputs=[gallery])
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gr.Markdown("<hr>")
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@@ -298,7 +305,8 @@ with block:
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resolution = gr.Slider(label="resolution", minimum=256, maximum=1024, value=384, step=64)
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run_button = gr.Button(label="Run")
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with gr.Column():
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gallery = gr.Gallery(label="Generated images", show_label=False).style(height="auto")
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run_button.click(fn=midas, inputs=[input_image, resolution], outputs=[gallery])
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@@ -311,7 +319,8 @@ with block:
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resolution = gr.Slider(label="resolution", minimum=256, maximum=1024, value=512, step=64)
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run_button = gr.Button(label="Run")
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with gr.Column():
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gallery = gr.Gallery(label="Generated images", show_label=False).style(height="auto")
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run_button.click(fn=zoe, inputs=[input_image, resolution], outputs=[gallery])
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gr.Markdown("<hr>")
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@@ -323,7 +332,8 @@ with block:
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resolution = gr.Slider(label="resolution", minimum=256, maximum=1024, value=512, step=64)
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run_button = gr.Button(label="Run")
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with gr.Column():
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gallery = gr.Gallery(label="Generated images", show_label=False).style(height="auto")
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run_button.click(fn=normalbae, inputs=[input_image, resolution], outputs=[gallery])
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gr.Markdown("<hr>")
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@@ -335,7 +345,8 @@ with block:
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resolution = gr.Slider(label="resolution", minimum=256, maximum=1024, value=512, step=64)
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run_button = gr.Button(label="Run")
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with gr.Column():
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gallery = gr.Gallery(label="Generated images", show_label=False).style(height="auto")
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run_button.click(fn=dwpose, inputs=[input_image, resolution], outputs=[gallery])
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gr.Markdown("<hr>")
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@@ -348,7 +359,8 @@ with block:
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resolution = gr.Slider(label="resolution", minimum=256, maximum=1024, value=512, step=64)
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run_button = gr.Button(label="Run")
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with gr.Column():
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gallery = gr.Gallery(label="Generated images", show_label=False).style(height="auto")
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run_button.click(fn=openpose, inputs=[input_image, resolution, hand_and_face], outputs=[gallery])
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gr.Markdown("<hr>")
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@@ -361,7 +373,8 @@ with block:
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resolution = gr.Slider(label="resolution", minimum=256, maximum=1024, value=512, step=64)
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run_button = gr.Button(label="Run")
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with gr.Column():
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gallery = gr.Gallery(label="Generated images", show_label=False).style(height="auto")
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run_button.click(fn=lineart_anime, inputs=[input_image, resolution, invert], outputs=[gallery])
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gr.Markdown("<hr>")
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@@ -375,7 +388,8 @@ with block:
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resolution = gr.Slider(label="resolution", minimum=256, maximum=1024, value=512, step=64)
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run_button = gr.Button(label="Run")
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with gr.Column():
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gallery = gr.Gallery(label="Generated images", show_label=False).style(height="auto")
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run_button.click(fn=lineart, inputs=[input_image, resolution, coarse, invert], outputs=[gallery])
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gr.Markdown("<hr>")
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@@ -383,11 +397,13 @@ with block:
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gr.Markdown("## InPaint")
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with gr.Row():
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with gr.Column():
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input_image = gr.Image(source='upload', type="numpy", tool="sketch", height=512)
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invert = gr.Checkbox(label='Invert Mask', value=False)
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run_button = gr.Button(label="Run")
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with gr.Column():
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gallery = gr.Gallery(label="Generated images", show_label=False).style(height="auto")
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run_button.click(fn=inpaint, inputs=[input_image, invert], outputs=[gallery])
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# with gr.Row():
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@@ -410,7 +426,8 @@ with block:
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resolution = gr.Slider(label="resolution", minimum=256, maximum=1024, value=512, step=64)
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run_button = gr.Button(label="Run")
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with gr.Column():
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gallery = gr.Gallery(label="Generated images", show_label=False).style(height="auto")
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run_button.click(fn=oneformer_coco, inputs=[input_image, resolution], outputs=[gallery])
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gr.Markdown("<hr>")
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@@ -422,7 +439,8 @@ with block:
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resolution = gr.Slider(label="resolution", minimum=256, maximum=1024, value=640, step=64)
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run_button = gr.Button(label="Run")
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with gr.Column():
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gallery = gr.Gallery(label="Generated images", show_label=False).style(height="auto")
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run_button.click(fn=oneformer_ade20k, inputs=[input_image, resolution], outputs=[gallery])
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gr.Markdown("<hr>")
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@@ -434,7 +452,8 @@ with block:
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resolution = gr.Slider(label="resolution", minimum=256, maximum=1024, value=512, step=64)
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run_button = gr.Button(label="Run")
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with gr.Column():
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gallery = gr.Gallery(label="Generated images", show_label=False).style(height="auto")
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run_button.click(fn=content_shuffler, inputs=[input_image, resolution], outputs=[gallery])
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gr.Markdown("<hr>")
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@@ -446,7 +465,8 @@ with block:
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resolution = gr.Slider(label="resolution", minimum=256, maximum=1024, value=512, step=64)
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run_button = gr.Button(label="Run")
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with gr.Column():
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gallery = gr.Gallery(label="Generated images", show_label=False).style(height="auto")
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run_button.click(fn=color_shuffler, inputs=[input_image, resolution], outputs=[gallery])
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def inpaint(image, invert):
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# color = HWC3(image["image"])
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color = HWC3(image["background"])
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if(invert):
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# alpha = image["mask"][:, :, 0:1]
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alpha = image["layers"][0][:, :, 3:]
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else:
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# alpha = 255 - image["mask"][:, :, 0:1]
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alpha = 255 - image["layers"][0][:, :, 3:]
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result = np.concatenate([color, alpha], axis=2)
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return [result]
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resolution = gr.Slider(label="resolution", minimum=256, maximum=1024, value=512, step=64)
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run_button = gr.Button(label="Run")
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with gr.Column():
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# gallery = gr.Gallery(label="Generated images", show_label=False).style(height="auto")
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gallery = gr.Gallery(label="Generated images", show_label=False, height="auto")
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run_button.click(fn=canny, inputs=[input_image, resolution, low_threshold, high_threshold], outputs=[gallery])
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gr.Markdown("<hr>")
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resolution = gr.Slider(label="resolution", minimum=256, maximum=1024, value=512, step=64)
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run_button = gr.Button(label="Run")
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with gr.Column():
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# gallery = gr.Gallery(label="Generated images", show_label=False).style(height="auto")
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gallery = gr.Gallery(label="Generated images", show_label=False, height="auto")
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run_button.click(fn=hed, inputs=[input_image, resolution], outputs=[gallery])
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gr.Markdown("<hr>")
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resolution = gr.Slider(label="resolution", minimum=256, maximum=1024, value=512, step=64)
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run_button = gr.Button(label="Run")
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with gr.Column():
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# gallery = gr.Gallery(label="Generated images", show_label=False).style(height="auto")
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gallery = gr.Gallery(label="Generated images", show_label=False, height="auto")
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run_button.click(fn=pidi, inputs=[input_image, resolution], outputs=[gallery])
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gr.Markdown("<hr>")
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resolution = gr.Slider(label="resolution", minimum=256, maximum=1024, value=384, step=64)
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run_button = gr.Button(label="Run")
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with gr.Column():
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# gallery = gr.Gallery(label="Generated images", show_label=False).style(height="auto")
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gallery = gr.Gallery(label="Generated images", show_label=False, height="auto")
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run_button.click(fn=mlsd, inputs=[input_image, resolution, value_threshold, distance_threshold], outputs=[gallery])
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gr.Markdown("<hr>")
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resolution = gr.Slider(label="resolution", minimum=256, maximum=1024, value=384, step=64)
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run_button = gr.Button(label="Run")
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with gr.Column():
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# gallery = gr.Gallery(label="Generated images", show_label=False).style(height="auto")
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gallery = gr.Gallery(label="Generated images", show_label=False, height="auto")
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run_button.click(fn=midas, inputs=[input_image, resolution], outputs=[gallery])
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resolution = gr.Slider(label="resolution", minimum=256, maximum=1024, value=512, step=64)
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run_button = gr.Button(label="Run")
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with gr.Column():
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# gallery = gr.Gallery(label="Generated images", show_label=False).style(height="auto")
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gallery = gr.Gallery(label="Generated images", show_label=False, height="auto")
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run_button.click(fn=zoe, inputs=[input_image, resolution], outputs=[gallery])
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gr.Markdown("<hr>")
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resolution = gr.Slider(label="resolution", minimum=256, maximum=1024, value=512, step=64)
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run_button = gr.Button(label="Run")
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with gr.Column():
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# gallery = gr.Gallery(label="Generated images", show_label=False).style(height="auto")
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gallery = gr.Gallery(label="Generated images", show_label=False, height="auto")
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run_button.click(fn=normalbae, inputs=[input_image, resolution], outputs=[gallery])
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gr.Markdown("<hr>")
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resolution = gr.Slider(label="resolution", minimum=256, maximum=1024, value=512, step=64)
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run_button = gr.Button(label="Run")
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with gr.Column():
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# gallery = gr.Gallery(label="Generated images", show_label=False).style(height="auto")
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gallery = gr.Gallery(label="Generated images", show_label=False, height="auto")
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run_button.click(fn=dwpose, inputs=[input_image, resolution], outputs=[gallery])
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gr.Markdown("<hr>")
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resolution = gr.Slider(label="resolution", minimum=256, maximum=1024, value=512, step=64)
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run_button = gr.Button(label="Run")
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with gr.Column():
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# gallery = gr.Gallery(label="Generated images", show_label=False).style(height="auto")
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gallery = gr.Gallery(label="Generated images", show_label=False, height="auto")
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run_button.click(fn=openpose, inputs=[input_image, resolution, hand_and_face], outputs=[gallery])
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gr.Markdown("<hr>")
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resolution = gr.Slider(label="resolution", minimum=256, maximum=1024, value=512, step=64)
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run_button = gr.Button(label="Run")
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with gr.Column():
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# gallery = gr.Gallery(label="Generated images", show_label=False).style(height="auto")
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gallery = gr.Gallery(label="Generated images", show_label=False, height="auto")
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run_button.click(fn=lineart_anime, inputs=[input_image, resolution, invert], outputs=[gallery])
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gr.Markdown("<hr>")
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resolution = gr.Slider(label="resolution", minimum=256, maximum=1024, value=512, step=64)
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run_button = gr.Button(label="Run")
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with gr.Column():
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# gallery = gr.Gallery(label="Generated images", show_label=False).style(height="auto")
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gallery = gr.Gallery(label="Generated images", show_label=False, height="auto")
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run_button.click(fn=lineart, inputs=[input_image, resolution, coarse, invert], outputs=[gallery])
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gr.Markdown("<hr>")
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gr.Markdown("## InPaint")
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with gr.Row():
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with gr.Column():
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# input_image = gr.Image(source='upload', type="numpy", tool="sketch", height=512)
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input_image = gr.ImageMask(sources="upload", type="numpy", height="auto")
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invert = gr.Checkbox(label='Invert Mask', value=False)
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run_button = gr.Button(label="Run")
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with gr.Column():
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# gallery = gr.Gallery(label="Generated images", show_label=False).style(height="auto")
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gallery = gr.Gallery(label="Generated images", show_label=False, height="auto")
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run_button.click(fn=inpaint, inputs=[input_image, invert], outputs=[gallery])
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# with gr.Row():
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resolution = gr.Slider(label="resolution", minimum=256, maximum=1024, value=512, step=64)
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run_button = gr.Button(label="Run")
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with gr.Column():
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# gallery = gr.Gallery(label="Generated images", show_label=False).style(height="auto")
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gallery = gr.Gallery(label="Generated images", show_label=False, height="auto")
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run_button.click(fn=oneformer_coco, inputs=[input_image, resolution], outputs=[gallery])
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gr.Markdown("<hr>")
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resolution = gr.Slider(label="resolution", minimum=256, maximum=1024, value=640, step=64)
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run_button = gr.Button(label="Run")
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with gr.Column():
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# gallery = gr.Gallery(label="Generated images", show_label=False).style(height="auto")
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gallery = gr.Gallery(label="Generated images", show_label=False, height="auto")
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run_button.click(fn=oneformer_ade20k, inputs=[input_image, resolution], outputs=[gallery])
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gr.Markdown("<hr>")
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resolution = gr.Slider(label="resolution", minimum=256, maximum=1024, value=512, step=64)
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run_button = gr.Button(label="Run")
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with gr.Column():
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# gallery = gr.Gallery(label="Generated images", show_label=False).style(height="auto")
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gallery = gr.Gallery(label="Generated images", show_label=False, height="auto")
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run_button.click(fn=content_shuffler, inputs=[input_image, resolution], outputs=[gallery])
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gr.Markdown("<hr>")
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resolution = gr.Slider(label="resolution", minimum=256, maximum=1024, value=512, step=64)
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run_button = gr.Button(label="Run")
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with gr.Column():
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# gallery = gr.Gallery(label="Generated images", show_label=False).style(height="auto")
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gallery = gr.Gallery(label="Generated images", show_label=False, height="auto")
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run_button.click(fn=color_shuffler, inputs=[input_image, resolution], outputs=[gallery])
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