Update app.py
Browse files
app.py
CHANGED
@@ -10,8 +10,8 @@ matrices = {
|
|
10 |
'optimized': [ [ 0, 0.7, 0.3, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 1, 0, 0, 0, 1 ] ],
|
11 |
}
|
12 |
|
13 |
-
def make_anaglyph(left_img, right_img):
|
14 |
-
"""Generate an
|
15 |
if left_img is None or right_img is None:
|
16 |
return None
|
17 |
|
@@ -33,8 +33,8 @@ def make_anaglyph(left_img, right_img):
|
|
33 |
rightMap = right.load()
|
34 |
resultMap = result.load()
|
35 |
|
36 |
-
# Use the
|
37 |
-
m = matrices[
|
38 |
|
39 |
# Apply the anaglyph transformation
|
40 |
for y in range(0, height):
|
@@ -50,10 +50,55 @@ def make_anaglyph(left_img, right_img):
|
|
50 |
# Convert back to numpy array for Gradio
|
51 |
return np.array(result)
|
52 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
53 |
# Create the Gradio interface
|
54 |
-
with gr.Blocks(title="3D
|
55 |
-
gr.Markdown("# 3D
|
56 |
-
gr.Markdown("Upload left and right images to create
|
57 |
|
58 |
with gr.Row():
|
59 |
with gr.Column():
|
@@ -61,23 +106,43 @@ with gr.Blocks(title="3D Anaglyph Generator") as app:
|
|
61 |
with gr.Column():
|
62 |
right_input = gr.Image(label="Right Image")
|
63 |
|
64 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
65 |
|
66 |
-
output = gr.Image(label="Generated
|
67 |
|
68 |
gr.Markdown("""
|
69 |
-
###
|
70 |
-
|
71 |
-
|
72 |
-
|
73 |
-
4. View or download the resulting anaglyph
|
74 |
|
75 |
-
|
|
|
|
|
|
|
|
|
|
|
76 |
""")
|
77 |
|
78 |
generate_btn.click(
|
79 |
-
fn=
|
80 |
-
inputs=[left_input, right_input],
|
81 |
outputs=output
|
82 |
)
|
83 |
|
|
|
10 |
'optimized': [ [ 0, 0.7, 0.3, 0, 0, 0, 0, 0, 0 ], [ 0, 0, 0, 0, 1, 0, 0, 0, 1 ] ],
|
11 |
}
|
12 |
|
13 |
+
def make_anaglyph(left_img, right_img, color_method):
|
14 |
+
"""Generate an anaglyph from left and right images using the specified color method"""
|
15 |
if left_img is None or right_img is None:
|
16 |
return None
|
17 |
|
|
|
33 |
rightMap = right.load()
|
34 |
resultMap = result.load()
|
35 |
|
36 |
+
# Use the selected color matrix
|
37 |
+
m = matrices[color_method]
|
38 |
|
39 |
# Apply the anaglyph transformation
|
40 |
for y in range(0, height):
|
|
|
50 |
# Convert back to numpy array for Gradio
|
51 |
return np.array(result)
|
52 |
|
53 |
+
def make_stereopair(left_img, right_img, color_method):
|
54 |
+
"""Generate a stereo pair from left and right images"""
|
55 |
+
if left_img is None or right_img is None:
|
56 |
+
return None
|
57 |
+
|
58 |
+
# Convert from numpy array (from Gradio) to PIL Image
|
59 |
+
left = Image.fromarray(left_img)
|
60 |
+
right = Image.fromarray(right_img)
|
61 |
+
|
62 |
+
# Check if both images have the same dimensions
|
63 |
+
if left.size != right.size:
|
64 |
+
# Resize right image to match left image dimensions
|
65 |
+
right = right.resize(left.size, Image.LANCZOS)
|
66 |
+
|
67 |
+
width, height = left.size
|
68 |
+
leftMap = left.load()
|
69 |
+
rightMap = right.load()
|
70 |
+
|
71 |
+
# Create a new image twice as wide
|
72 |
+
pair = Image.new('RGB', (width * 2, height))
|
73 |
+
pairMap = pair.load()
|
74 |
+
|
75 |
+
# Copy the left and right images side by side
|
76 |
+
for y in range(0, height):
|
77 |
+
for x in range(0, width):
|
78 |
+
pairMap[x, y] = leftMap[x, y]
|
79 |
+
pairMap[x + width, y] = rightMap[x, y]
|
80 |
+
|
81 |
+
# Convert to monochrome if required
|
82 |
+
if color_method == 'mono':
|
83 |
+
pair = pair.convert('L')
|
84 |
+
|
85 |
+
# Convert back to numpy array for Gradio
|
86 |
+
return np.array(pair)
|
87 |
+
|
88 |
+
def process_images(left_img, right_img, method, color_method):
|
89 |
+
"""Process images based on the selected method"""
|
90 |
+
if method == "anaglyph":
|
91 |
+
return make_anaglyph(left_img, right_img, color_method)
|
92 |
+
elif method == "parallel":
|
93 |
+
return make_stereopair(left_img, right_img, color_method)
|
94 |
+
elif method == "crossed":
|
95 |
+
return make_stereopair(right_img, left_img, color_method)
|
96 |
+
return None
|
97 |
+
|
98 |
# Create the Gradio interface
|
99 |
+
with gr.Blocks(title="3D Image Generator") as app:
|
100 |
+
gr.Markdown("# 3D Image Generator")
|
101 |
+
gr.Markdown("Upload left and right images to create 3D images using different methods.")
|
102 |
|
103 |
with gr.Row():
|
104 |
with gr.Column():
|
|
|
106 |
with gr.Column():
|
107 |
right_input = gr.Image(label="Right Image")
|
108 |
|
109 |
+
with gr.Row():
|
110 |
+
with gr.Column():
|
111 |
+
method = gr.Radio(
|
112 |
+
["anaglyph", "parallel", "crossed"],
|
113 |
+
label="Method",
|
114 |
+
value="anaglyph",
|
115 |
+
info="Select the 3D image creation method"
|
116 |
+
)
|
117 |
+
with gr.Column():
|
118 |
+
color_method = gr.Radio(
|
119 |
+
["optimized", "true", "mono", "color", "halfcolor"],
|
120 |
+
label="Color Method",
|
121 |
+
value="optimized",
|
122 |
+
info="Select the color processing method"
|
123 |
+
)
|
124 |
+
|
125 |
+
generate_btn = gr.Button("Generate 3D Image", variant="primary")
|
126 |
|
127 |
+
output = gr.Image(label="Generated 3D Image")
|
128 |
|
129 |
gr.Markdown("""
|
130 |
+
### Methods:
|
131 |
+
- **anaglyph**: Creates a red-cyan 3D image (requires 3D glasses)
|
132 |
+
- **parallel**: Creates side-by-side images for parallel viewing
|
133 |
+
- **crossed**: Creates side-by-side images for cross-eyed viewing
|
|
|
134 |
|
135 |
+
### Color Methods:
|
136 |
+
- **optimized**: Best for most images (default)
|
137 |
+
- **true**: True color anaglyph
|
138 |
+
- **mono**: Monochrome output
|
139 |
+
- **color**: Full color (may cause ghosting)
|
140 |
+
- **halfcolor**: Balance between color and depth
|
141 |
""")
|
142 |
|
143 |
generate_btn.click(
|
144 |
+
fn=process_images,
|
145 |
+
inputs=[left_input, right_input, method, color_method],
|
146 |
outputs=output
|
147 |
)
|
148 |
|