updated app.py
Browse files
app.py
CHANGED
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@@ -7,7 +7,7 @@ from pathlib import Path
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from billboard import apply_homography_and_warp
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#
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def get_point_interface(original_frame, points, evt: gr.SelectData):
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x, y = evt.index
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if points is None:
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@@ -16,14 +16,14 @@ def get_point_interface(original_frame, points, evt: gr.SelectData):
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points.append((x, y))
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# Draw the points and lines on the image
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-
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for pt in points:
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cv2.circle(
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if len(points) > 1:
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for i in range(len(points) - 1):
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cv2.line(
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return
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# Function to process and apply homography (this will call your existing function)
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@@ -44,25 +44,39 @@ def process_images(source_image, dest_image, roi_points):
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# Gradio interface setup
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with gr.Blocks(title="Homography Warping App") as demo:
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gr.Markdown(
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"Upload two images (source and destination), select the four points for ROI on the destination image, and click 'Process Images' to warp the source image onto the destination."
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)
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with gr.Row(equal_height=True):
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source_image_input = gr.Image(label="Upload Source Image")
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dest_image_input = gr.Image(label="Upload Destination Image")
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with gr.Column():
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dest_image_roi = gr.Image(label="Click to select ROI points on destination image")
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original_frame_state = gr.State(None)
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selected_points = gr.State([])
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clear_points_button = gr.Button("Clear Points")
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process_button = gr.Button("Process Images")
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with gr.Row():
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examples = [
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["./images/Apollo-8-Launch.png", "./images/times_square.jpg"],
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@@ -71,29 +85,27 @@ with gr.Blocks(title="Homography Warping App") as demo:
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with gr.Row():
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gr.Examples(
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examples=examples,
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inputs=[source_image_input,
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label="Load Example Images",
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)
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dest_image_input.upload(
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lambda img:
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)
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# Adding the ROI point selection functionality
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get_point_interface, inputs=[dest_image_roi, selected_points], outputs=[dest_image_roi, selected_points]
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)
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# Clear the selected points
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clear_points_button.click(
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fn=lambda original_frame: (original_frame, []),
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inputs=dest_image_input,
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outputs=[
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)
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# Callback for processing the images
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process_button.click(
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process_images, inputs=[source_image_input,
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)
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from billboard import apply_homography_and_warp
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# Function to select points on the image
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def get_point_interface(original_frame, points, evt: gr.SelectData):
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x, y = evt.index
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if points is None:
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points.append((x, y))
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# Draw the points and lines on the image
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roi_image = original_frame.copy()
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for pt in points:
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cv2.circle(roi_image, pt, 5, (255, 0, 0), -1)
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if len(points) > 1:
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for i in range(len(points) - 1):
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cv2.line(roi_image, points[i], points[i + 1], (255, 0, 0), 2)
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return roi_image, points
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# Function to process and apply homography (this will call your existing function)
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# Gradio interface setup
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with gr.Blocks(title="Homography Warping App", theme=gr.themes.Soft()) as demo:
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gr.HTML(
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"""
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<h1 style='text-align: center'>
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Homography Warping App
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</h1>
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"""
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)
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gr.HTML(
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"""
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<h3 style='text-align: center'>
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<a href='https://opencv.org/university/' target='_blank'>OpenCV Courses</a> | <a href='https://github.com/OpenCV-University' target='_blank'>Github</a>
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</h3>
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"""
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)
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gr.Markdown(
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"Upload two images (source and destination), select the four points for ROI on the destination image, and click 'Process Images' to warp the source image onto the destination."
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)
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with gr.Row():
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with gr.Column(scale=1):
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with gr.Column():
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source_image_input = gr.Image(label="Upload Source Image")
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dest_image_input = gr.Image(label="Upload Destination Image")
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with gr.Column(scale=1):
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dest_image_copy = gr.Image(label="Select ROI points on destination image")
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original_frame_state = gr.State(None)
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selected_points = gr.State([])
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clear_points_button = gr.Button("Clear Points")
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process_button = gr.Button("Process Images")
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with gr.Column(scale=1):
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output_image = gr.Image(label="Wrapped Image")
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examples = [
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["./images/Apollo-8-Launch.png", "./images/times_square.jpg"],
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with gr.Row():
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gr.Examples(
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examples=examples,
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inputs=[source_image_input, dest_image_input],
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label="Load Example Images",
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)
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dest_image_input.upload(
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lambda img:img, inputs=dest_image_input, outputs=dest_image_copy # Simply return the uploaded image
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)
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# Adding the ROI point selection functionality
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dest_image_copy.select(get_point_interface, inputs=[dest_image_copy, selected_points], outputs=[dest_image_copy, selected_points])
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# Clear the selected points
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clear_points_button.click(
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fn=lambda original_frame: (original_frame, []),
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inputs=dest_image_input,
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outputs=[dest_image_input, selected_points],
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)
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# Callback for processing the images
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process_button.click(
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process_images, inputs=[source_image_input, dest_image_input, selected_points], outputs=output_image
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)
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