updated app.py
Browse files
app.py
CHANGED
@@ -7,7 +7,7 @@ from pathlib import Path
|
|
7 |
from billboard import apply_homography_and_warp
|
8 |
|
9 |
|
10 |
-
#
|
11 |
def get_point_interface(original_frame, points, evt: gr.SelectData):
|
12 |
x, y = evt.index
|
13 |
if points is None:
|
@@ -16,14 +16,14 @@ def get_point_interface(original_frame, points, evt: gr.SelectData):
|
|
16 |
points.append((x, y))
|
17 |
|
18 |
# Draw the points and lines on the image
|
19 |
-
|
20 |
for pt in points:
|
21 |
-
cv2.circle(
|
22 |
if len(points) > 1:
|
23 |
for i in range(len(points) - 1):
|
24 |
-
cv2.line(
|
25 |
|
26 |
-
return
|
27 |
|
28 |
|
29 |
# Function to process and apply homography (this will call your existing function)
|
@@ -44,25 +44,39 @@ def process_images(source_image, dest_image, roi_points):
|
|
44 |
|
45 |
|
46 |
# Gradio interface setup
|
47 |
-
with gr.Blocks(title="Homography Warping App") as demo:
|
48 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
49 |
gr.Markdown(
|
50 |
"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."
|
51 |
)
|
52 |
-
|
53 |
-
with gr.Row(equal_height=True):
|
54 |
-
source_image_input = gr.Image(label="Upload Source Image")
|
55 |
-
dest_image_input = gr.Image(label="Upload Destination Image")
|
56 |
-
|
57 |
-
with gr.Column():
|
58 |
-
dest_image_roi = gr.Image(label="Click to select ROI points on destination image")
|
59 |
-
original_frame_state = gr.State(None)
|
60 |
-
selected_points = gr.State([])
|
61 |
-
clear_points_button = gr.Button("Clear Points")
|
62 |
-
process_button = gr.Button("Process Images")
|
63 |
-
|
64 |
with gr.Row():
|
65 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
66 |
|
67 |
examples = [
|
68 |
["./images/Apollo-8-Launch.png", "./images/times_square.jpg"],
|
@@ -71,29 +85,27 @@ with gr.Blocks(title="Homography Warping App") as demo:
|
|
71 |
with gr.Row():
|
72 |
gr.Examples(
|
73 |
examples=examples,
|
74 |
-
inputs=[source_image_input,
|
75 |
label="Load Example Images",
|
76 |
)
|
77 |
|
78 |
dest_image_input.upload(
|
79 |
-
lambda img:
|
80 |
)
|
81 |
|
82 |
# Adding the ROI point selection functionality
|
83 |
-
|
84 |
-
get_point_interface, inputs=[dest_image_roi, selected_points], outputs=[dest_image_roi, selected_points]
|
85 |
-
)
|
86 |
|
87 |
# Clear the selected points
|
88 |
clear_points_button.click(
|
89 |
fn=lambda original_frame: (original_frame, []),
|
90 |
inputs=dest_image_input,
|
91 |
-
outputs=[
|
92 |
)
|
93 |
|
94 |
# Callback for processing the images
|
95 |
process_button.click(
|
96 |
-
process_images, inputs=[source_image_input,
|
97 |
)
|
98 |
|
99 |
|
|
|
7 |
from billboard import apply_homography_and_warp
|
8 |
|
9 |
|
10 |
+
# Function to select points on the image
|
11 |
def get_point_interface(original_frame, points, evt: gr.SelectData):
|
12 |
x, y = evt.index
|
13 |
if points is None:
|
|
|
16 |
points.append((x, y))
|
17 |
|
18 |
# Draw the points and lines on the image
|
19 |
+
roi_image = original_frame.copy()
|
20 |
for pt in points:
|
21 |
+
cv2.circle(roi_image, pt, 5, (255, 0, 0), -1)
|
22 |
if len(points) > 1:
|
23 |
for i in range(len(points) - 1):
|
24 |
+
cv2.line(roi_image, points[i], points[i + 1], (255, 0, 0), 2)
|
25 |
|
26 |
+
return roi_image, points
|
27 |
|
28 |
|
29 |
# Function to process and apply homography (this will call your existing function)
|
|
|
44 |
|
45 |
|
46 |
# Gradio interface setup
|
47 |
+
with gr.Blocks(title="Homography Warping App", theme=gr.themes.Soft()) as demo:
|
48 |
+
|
49 |
+
gr.HTML(
|
50 |
+
"""
|
51 |
+
<h1 style='text-align: center'>
|
52 |
+
Homography Warping App
|
53 |
+
</h1>
|
54 |
+
"""
|
55 |
+
)
|
56 |
+
gr.HTML(
|
57 |
+
"""
|
58 |
+
<h3 style='text-align: center'>
|
59 |
+
<a href='https://opencv.org/university/' target='_blank'>OpenCV Courses</a> | <a href='https://github.com/OpenCV-University' target='_blank'>Github</a>
|
60 |
+
</h3>
|
61 |
+
"""
|
62 |
+
)
|
63 |
gr.Markdown(
|
64 |
"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."
|
65 |
)
|
66 |
+
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
67 |
with gr.Row():
|
68 |
+
with gr.Column(scale=1):
|
69 |
+
with gr.Column():
|
70 |
+
source_image_input = gr.Image(label="Upload Source Image")
|
71 |
+
dest_image_input = gr.Image(label="Upload Destination Image")
|
72 |
+
with gr.Column(scale=1):
|
73 |
+
dest_image_copy = gr.Image(label="Select ROI points on destination image")
|
74 |
+
original_frame_state = gr.State(None)
|
75 |
+
selected_points = gr.State([])
|
76 |
+
clear_points_button = gr.Button("Clear Points")
|
77 |
+
process_button = gr.Button("Process Images")
|
78 |
+
with gr.Column(scale=1):
|
79 |
+
output_image = gr.Image(label="Wrapped Image")
|
80 |
|
81 |
examples = [
|
82 |
["./images/Apollo-8-Launch.png", "./images/times_square.jpg"],
|
|
|
85 |
with gr.Row():
|
86 |
gr.Examples(
|
87 |
examples=examples,
|
88 |
+
inputs=[source_image_input, dest_image_input],
|
89 |
label="Load Example Images",
|
90 |
)
|
91 |
|
92 |
dest_image_input.upload(
|
93 |
+
lambda img:img, inputs=dest_image_input, outputs=dest_image_copy # Simply return the uploaded image
|
94 |
)
|
95 |
|
96 |
# Adding the ROI point selection functionality
|
97 |
+
dest_image_copy.select(get_point_interface, inputs=[dest_image_copy, selected_points], outputs=[dest_image_copy, selected_points])
|
|
|
|
|
98 |
|
99 |
# Clear the selected points
|
100 |
clear_points_button.click(
|
101 |
fn=lambda original_frame: (original_frame, []),
|
102 |
inputs=dest_image_input,
|
103 |
+
outputs=[dest_image_input, selected_points],
|
104 |
)
|
105 |
|
106 |
# Callback for processing the images
|
107 |
process_button.click(
|
108 |
+
process_images, inputs=[source_image_input, dest_image_input, selected_points], outputs=output_image
|
109 |
)
|
110 |
|
111 |
|