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Update app.py
Browse files
app.py
CHANGED
@@ -21,7 +21,7 @@ def generate_image(prompt):
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image = image_model(prompt).images[0]
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return image
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except Exception as e:
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return f"Error generating image: {str(e)}"
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# Face swap function placeholder (replace with actual implementation)
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def swap_faces(image1, image2):
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@@ -31,54 +31,62 @@ def swap_faces(image1, image2):
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def face_swap(image1, image2):
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try:
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if image1 is None or image2 is None:
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return None
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image1 = cv2.cvtColor(np.array(image1), cv2.COLOR_RGB2BGR)
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image2 = cv2.cvtColor(np.array(image2), cv2.COLOR_RGB2BGR)
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swapped_image = swap_faces(image1, image2)
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return cv2.cvtColor(swapped_image, cv2.COLOR_BGR2RGB)
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except Exception as e:
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return f"Error during face swap: {str(e)}"
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# Upscaling function
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def upscale_image(image, scale_factor=2):
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try:
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image = Image.fromarray(np.array(image))
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width, height = image.size
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new_size = (int(width * scale_factor), int(height * scale_factor))
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upscaled_image = image.resize(new_size, Image.LANCZOS)
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return upscaled_image
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except Exception as e:
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return f"Error during upscaling: {str(e)}"
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# Gradio interface function
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def process_image(prompt, image1=None, image2=None, scale_factor=2):
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try:
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if prompt:
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# Generate image from prompt
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generated_image = generate_image(prompt)
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elif image1 and image2:
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# Perform faceswap if two images are provided
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swapped_image = face_swap(image1, image2)
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else:
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return None,
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except Exception as e:
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return f"Error in process_image function: {str(e)}"
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# Gradio interface setup
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iface = gr.Interface(
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fn=process_image,
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inputs=[
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gr.Textbox(label="Enter your prompt", placeholder="Type your prompt here..."),
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gr.Image(label="Image 1 (for faceswap)", type="pil"
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gr.Image(label="Image 2 (for faceswap)", type="pil"
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gr.Slider(label="Upscale Factor", minimum=1, maximum=4, step=1, value=2)
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],
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outputs=[
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gr.Image(label="Output Image"),
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gr.Textbox(label="Error Message", placeholder="Error details will appear here..."
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],
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title="Fooocus Image Processing",
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description="Generate images from prompts, swap faces, and upscale images."
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image = image_model(prompt).images[0]
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return image
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except Exception as e:
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return None, f"Error generating image: {str(e)}"
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# Face swap function placeholder (replace with actual implementation)
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def swap_faces(image1, image2):
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def face_swap(image1, image2):
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try:
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if image1 is None or image2 is None:
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return None, "Images for face swap are required"
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image1 = cv2.cvtColor(np.array(image1), cv2.COLOR_RGB2BGR)
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image2 = cv2.cvtColor(np.array(image2), cv2.COLOR_RGB2BGR)
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swapped_image = swap_faces(image1, image2)
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return cv2.cvtColor(swapped_image, cv2.COLOR_BGR2RGB), None
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except Exception as e:
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return None, f"Error during face swap: {str(e)}"
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# Upscaling function
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def upscale_image(image, scale_factor=2):
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try:
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if image is None:
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return None, "Image for upscaling is required"
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image = Image.fromarray(np.array(image))
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width, height = image.size
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new_size = (int(width * scale_factor), int(height * scale_factor))
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upscaled_image = image.resize(new_size, Image.LANCZOS)
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return upscaled_image, None
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except Exception as e:
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return None, f"Error during upscaling: {str(e)}"
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# Gradio interface function
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def process_image(prompt, image1=None, image2=None, scale_factor=2):
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try:
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if prompt:
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# Generate image from prompt
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generated_image, error = generate_image(prompt)
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if error:
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return None, error
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return generated_image, None
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elif image1 and image2:
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# Perform faceswap if two images are provided
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swapped_image, error = face_swap(image1, image2)
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if error:
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return None, error
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upscaled_image, error = upscale_image(swapped_image, scale_factor)
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if error:
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return None, error
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return upscaled_image, None
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else:
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return None, "Either a prompt or two images must be provided"
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except Exception as e:
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return None, f"Error in process_image function: {str(e)}"
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# Gradio interface setup
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iface = gr.Interface(
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fn=process_image,
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inputs=[
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gr.Textbox(label="Enter your prompt", placeholder="Type your prompt here..."),
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gr.Image(label="Image 1 (for faceswap)", type="pil"),
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gr.Image(label="Image 2 (for faceswap)", type="pil"),
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gr.Slider(label="Upscale Factor", minimum=1, maximum=4, step=1, value=2)
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],
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outputs=[
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gr.Image(label="Output Image"),
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gr.Textbox(label="Error Message", placeholder="Error details will appear here...")
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],
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title="Fooocus Image Processing",
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description="Generate images from prompts, swap faces, and upscale images."
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