Spaces:
Running
on
Zero
Running
on
Zero
Upload app.py
Browse files
app.py
CHANGED
@@ -41,19 +41,16 @@ pipe = DAIPipeline(
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@spaces.GPU
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def process_image(input_image
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# 将 Gradio 输入转换为 PIL 图像
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input_image = Image.fromarray(input_image)
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# 根据用户选择的分辨率选项设置 processing_resolution
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processing_resolution = 2560 if resolution_option == "2560" else None
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# 处理图像
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pipe_out = pipe(
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image=input_image,
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prompt="remove glass reflection",
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vae_2=vae_2,
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processing_resolution=
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)
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# 将输出转换为图像
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def create_gradio_interface():
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# 示例图像
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example_images = [
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os.path.join("files", "image",
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]
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title = "# Dereflection Any Image"
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description = """Official demo for **Dereflection Any Image**.
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Please refer to our [paper](), [project page](https://abuuu122.github.io/DAI.github.io/), and [github](https://github.com/Abuuu122/Dereflection-Any-Image) for more details."""
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with gr.Blocks() as demo:
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gr.Markdown(title)
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gr.Markdown(description)
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fn=lambda x: process_image(x, "None"),
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inputs=input_image_default,
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outputs=output_image_default,
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)
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with gr.Tab("2K (2560)"):
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with gr.Row():
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with gr.Column():
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input_image_high = gr.Image(label="Input Image", type="numpy")
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submit_btn_high = gr.Button("Remove Reflection", variant="primary")
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with gr.Column():
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output_image_high = gr.Image(label="Processed Image")
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# 添加示例
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gr.Examples(
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examples=example_images,
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inputs=input_image_high,
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outputs=output_image_high,
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fn=lambda x: process_image(x, "2560"),
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cache_examples=False, # 缓存结果以加快加载速度
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label="Example Images",
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)
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# 绑定按钮点击事件
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submit_btn_high.click(
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fn=lambda x: process_image(x, "2560"),
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inputs=input_image_high,
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outputs=output_image_high,
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)
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return demo
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).to(device)
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@spaces.GPU
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def process_image(input_image):
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# 将 Gradio 输入转换为 PIL 图像
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input_image = Image.fromarray(input_image)
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# 处理图像
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pipe_out = pipe(
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image=input_image,
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prompt="remove glass reflection",
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vae_2=vae_2,
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processing_resolution=None,
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)
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# 将输出转换为图像
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def create_gradio_interface():
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# 示例图像
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example_images = [
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os.path.join("files", "image", filename)
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for filename in os.listdir(os.path.join("files", "image"))
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if filename.endswith((".png", ".jpg", ".jpeg"))
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]
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title = "# Dereflection Any Image"
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description = """Official demo for **Dereflection Any Image**.
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Please refer to our [paper](), [project page](https://abuuu122.github.io/DAI.github.io/), and [github](https://github.com/Abuuu122/Dereflection-Any-Image) for more details."""
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with gr.Blocks() as demo:
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gr.Markdown(title)
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gr.Markdown(description)
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with gr.Row():
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with gr.Column():
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input_image = gr.Image(label="Input Image", type="numpy")
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submit_btn = gr.Button("Remove Reflection", variant="primary")
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with gr.Column():
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output_image = gr.Image(label="Processed Image")
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# 添加示例
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gr.Examples(
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examples=example_images,
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inputs=input_image,
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outputs=output_image,
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fn=process_image,
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cache_examples=False, # 缓存结果以加快加载速度
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label="Example Images",
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)
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# 绑定按钮点击事件
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submit_btn.click(
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fn=process_image,
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inputs=input_image,
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outputs=output_image,
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)
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return demo
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