Tassawar commited on
Commit
2f7f608
·
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1 Parent(s): 13d8991

Update app.py

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Files changed (1) hide show
  1. app.py +98 -104
app.py CHANGED
@@ -1,30 +1,28 @@
1
  import gradio as gr
2
  import vtracer
3
  import os
4
- from PIL import Image
5
 
6
  def convert_to_vector(
7
- image,
8
- colormode="color",
9
- hierarchical="stacked",
10
- mode="spline",
11
- filter_speckle=4,
12
- color_precision=6,
13
- layer_difference=16,
14
- corner_threshold=60,
15
- length_threshold=4.0,
16
- max_iterations=10,
17
- splice_threshold=45,
18
  path_precision=3
19
  ):
20
  input_path = "temp_input.jpg"
21
  output_path = "svg_output.svg"
22
 
23
- if image is None:
24
- return gr.HTML("Please upload an image."), None
25
-
26
  image.save(input_path)
27
 
 
28
  vtracer.convert_image_to_svg_py(
29
  input_path,
30
  output_path,
@@ -41,66 +39,48 @@ def convert_to_vector(
41
  path_precision=int(path_precision)
42
  )
43
 
44
- try:
45
- with open(output_path, "r") as f:
46
- svg_content = f.read()
47
- return gr.HTML(f'<svg viewBox="0 0 {image.width} {image.height}">{svg_content}</svg>'), output_path
48
- except FileNotFoundError:
49
- return gr.HTML("SVG conversion failed."), None
50
 
51
  def handle_color_mode(value):
52
  return value
53
 
54
- examples = [
55
- "examples/11.jpg",
56
- "examples/02.jpg",
57
- "examples/03.jpg",
58
- ]
 
 
 
 
 
59
 
60
  css = """
61
  #col-container {
62
  margin: 0 auto;
63
  max-width: 960px;
64
- padding: 20px;
65
  }
66
  .generate-btn {
67
  background: linear-gradient(90deg, #4B79A1 0%, #283E51 100%) !important;
68
  border: none !important;
69
  color: white !important;
70
- padding: 10px 20px !important;
71
- font-size: 16px !important;
72
- border-radius: 5px !important;
73
- cursor: pointer !important;
74
- transition: transform 0.2s, box-shadow 0.2s !important;
75
  }
76
  .generate-btn:hover {
77
- transform: translateY(-2px) !important;
78
- box-shadow: 0 5px 15px rgba(0,0,0,0.2) !important;
79
- }
80
- .gr-accordion {
81
- border: 1px solid #ddd !important;
82
- border-radius: 5px !important;
83
- margin-bottom: 10px !important;
84
- }
85
- .gr-accordion-title {
86
- background-color: #f9f9f9 !important;
87
- padding: 10px !important;
88
- cursor: pointer !important;
89
- }
90
- .gr-accordion-content {
91
- padding: 15px !important;
92
- }
93
- .gr-file {
94
- border: 1px dashed #aaa !important;
95
- padding: 10px !important;
96
- border-radius: 5px !important;
97
  }
98
  """
99
 
 
100
  with gr.Blocks(css=css) as app:
101
  with gr.Column(elem_id="col-container"):
102
  gr.HTML("""
103
- <div style="text-align: center; margin-bottom: 20px;">
104
  <h2>Image to Vector Converter ⚡</h2>
105
  <p>Converts raster images (JPG, PNG, WEBP) to vector graphics (SVG).</p>
106
  </div>
@@ -108,61 +88,75 @@ with gr.Blocks(css=css) as app:
108
  with gr.Row():
109
  with gr.Column():
110
  image_input = gr.Image(type="pil", label="Upload Image")
111
- with gr.Accordion("Advanced Settings", open=False):
112
- with gr.Accordion("Clustering", open=False):
113
- colormode = gr.Radio([("COLOR","color"),("B/W", "binary")], value="color", label="Color Mode", show_label=False)
114
- filter_speckle = gr.Slider(0, 128, value=4, step=1, label="Filter Speckle", info="Cleaner")
115
- color_precision = gr.Slider(1, 8, value=6, step=1, label="Color Precision", info="More accurate")
116
- layer_difference = gr.Slider(0, 128, value=16, step=1, label="Gradient Step", info="Less layers")
117
- hierarchical = gr.Radio([("STACKED","stacked"), ("CUTOUT","cutout")], value="stacked", label="Hierarchical Mode",show_label=False)
118
- with gr.Accordion("Curve Fitting", open=False):
119
- mode = gr.Radio([("SPLINE","spline"),("POLYGON", "polygon"), ("PIXEL","none")], value="spline", label="Mode", show_label=False)
120
- corner_threshold = gr.Slider(0, 180, value=60, step=1, label="Corner Threshold", info="Smoother")
121
- length_threshold = gr.Slider(3.5, 10, value=4.0, step=0.1, label="Segment Length", info ="More coarse")
122
- splice_threshold = gr.Slider(0, 180, value=45, step=1, label="Splice Threshold", info="Less accurate")
123
- max_iterations = gr.Slider(1, 20, value=10, step=1, label="Max Iterations", visible=False)
124
- path_precision = gr.Slider(1, 10, value=3, step=1, label="Path Precision", visible=False)
125
- output_text = gr.Textbox(label="Selected Mode", visible=False)
126
- with gr.Row():
127
- clear_button = gr.Button("Clear")
128
- convert_button = gr.Button("✨ Convert to SVG", variant='primary', elem_classes=["generate-btn"])
129
 
130
  with gr.Column():
131
  html = gr.HTML(label="SVG Output")
132
  svg_output = gr.File(label="Download SVG")
133
-
134
- gr.Examples(
135
- examples = examples,
136
- fn = convert_to_vector,
137
- inputs = [image_input],
138
- outputs = [html,svg_output],
139
- cache_examples=False,
140
- run_on_click = True
141
- )
142
-
143
- colormode.change(handle_color_mode, inputs=colormode, outputs=output_text)
144
- hierarchical.change(handle_color_mode, inputs=hierarchical, outputs=output_text)
145
-
146
- def update_mode_visibility(mode_val):
147
- is_spline_mode = mode_val == "spline"
148
- return (
149
- gr.update(interactive=is_spline_mode),
150
- gr.update(interactive=is_spline_mode),
151
- gr.update(interactive=is_spline_mode)
152
- )
153
-
154
- mode.change(
155
- update_mode_visibility,
156
- inputs=[mode],
157
- outputs=[corner_threshold, length_threshold, splice_threshold]
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
158
  )
159
 
160
- def clear_inputs():
161
- return gr.Image(value=None), gr.Radio(value="color"), gr.Radio(value="stacked"), gr.Radio(value="spline"), gr.Slider(value=4), gr.Slider(value=6), gr.Slider(value=16), gr.Slider(value=60), gr.Slider(value=4.0), gr.Slider(value=10), gr.Slider(value=45), gr.Slider(value=3)
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
162
 
163
- def update_colormode_visibility(colormode_val, color_prec, layer_diff):
164
- is_color_mode = colormode_val == "color"
165
- return (
166
- gr.update(interactive=is_color_mode),
167
- gr.update(interactive=is_color_mode),
168
- gr.update(visible=is_color_mode)
 
1
  import gradio as gr
2
  import vtracer
3
  import os
 
4
 
5
  def convert_to_vector(
6
+ image,
7
+ colormode="color",
8
+ hierarchical="stacked",
9
+ mode="spline",
10
+ filter_speckle=4,
11
+ color_precision=6,
12
+ layer_difference=16,
13
+ corner_threshold=60,
14
+ length_threshold=4.0,
15
+ max_iterations=10,
16
+ splice_threshold=45,
17
  path_precision=3
18
  ):
19
  input_path = "temp_input.jpg"
20
  output_path = "svg_output.svg"
21
 
22
+ # Save the input image to a temporary file
 
 
23
  image.save(input_path)
24
 
25
+ # Convert the image to SVG using VTracer
26
  vtracer.convert_image_to_svg_py(
27
  input_path,
28
  output_path,
 
39
  path_precision=int(path_precision)
40
  )
41
 
42
+ # Read the SVG output
43
+ with open(output_path, "r") as f:
44
+ svg_content = f.read()
45
+
46
+ # Return the SVG file path and content
47
+ return gr.HTML(f'<svg viewBox="0 0 {image.width} {image.height}">{svg_content}</svg>'), output_path
48
 
49
  def handle_color_mode(value):
50
  return value
51
 
52
+ def clear_inputs():
53
+ return None, "color", "stacked", "spline", 4, 6, 16, 60, 4.0, 10, 45, 3
54
+
55
+ def update_interactivity_and_visibility(colormode):
56
+ is_color_mode = colormode == "color"
57
+ return (
58
+ gr.update(interactive=is_color_mode),
59
+ gr.update(interactive=is_color_mode),
60
+ gr.update(visible=is_color_mode)
61
+ )
62
 
63
  css = """
64
  #col-container {
65
  margin: 0 auto;
66
  max-width: 960px;
 
67
  }
68
  .generate-btn {
69
  background: linear-gradient(90deg, #4B79A1 0%, #283E51 100%) !important;
70
  border: none !important;
71
  color: white !important;
 
 
 
 
 
72
  }
73
  .generate-btn:hover {
74
+ transform: translateY(-2px);
75
+ box-shadow: 0 5px 15px rgba(0,0,0,0.2);
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
76
  }
77
  """
78
 
79
+ # Define the Gradio interface
80
  with gr.Blocks(css=css) as app:
81
  with gr.Column(elem_id="col-container"):
82
  gr.HTML("""
83
+ <div style="text-align: center;">
84
  <h2>Image to Vector Converter ⚡</h2>
85
  <p>Converts raster images (JPG, PNG, WEBP) to vector graphics (SVG).</p>
86
  </div>
 
88
  with gr.Row():
89
  with gr.Column():
90
  image_input = gr.Image(type="pil", label="Upload Image")
91
+ convert_button = gr.Button(" Convert to SVG", variant='primary', elem_classes=["generate-btn"])
92
+ clear_button = gr.Button("Clear Inputs", variant='secondary')
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
93
 
94
  with gr.Column():
95
  html = gr.HTML(label="SVG Output")
96
  svg_output = gr.File(label="Download SVG")
97
+
98
+ with gr.Row():
99
+ colormode = gr.Radio(choices=["color", "binary"], value="color", label="Color Mode")
100
+ hierarchical = gr.Radio(choices=["stacked", "cutout"], value="stacked", label="Hierarchical Mode")
101
+ mode = gr.Radio(choices=["spline", "polygon"], value="spline", label="Mode")
102
+
103
+ with gr.Row():
104
+ filter_speckle = gr.Slider(minimum=0, maximum=20, value=4, label="Filter Speckle")
105
+ color_precision = gr.Slider(minimum=1, maximum=10, value=6, label="Color Precision")
106
+ layer_difference = gr.Slider(minimum=1, maximum=32, value=16, label="Layer Difference")
107
+ corner_threshold = gr.Slider(minimum=0, maximum=180, value=60, label="Corner Threshold")
108
+ length_threshold = gr.Slider(minimum=0, maximum=10, value=4.0, label="Length Threshold")
109
+ max_iterations = gr.Slider(minimum=1, maximum=20, value=10, label="Max Iterations")
110
+ splice_threshold = gr.Slider(minimum=0, maximum=90, value=45, label="Splice Threshold")
111
+ path_precision = gr.Slider(minimum=1, maximum=10, value=3, label="Path Precision")
112
+
113
+ # Event handlers
114
+ colormode.change(handle_color_mode, inputs=colormode, outputs=colormode)
115
+ hierarchical.change(handle_color_mode, inputs=hierarchical, outputs=hierarchical)
116
+ mode.change(handle_color_mode, inputs=mode, outputs=mode)
117
+
118
+ colormode.change(
119
+ update_interactivity_and_visibility,
120
+ inputs=colormode,
121
+ outputs=[color_precision, layer_difference, hierarchical]
122
+ )
123
+
124
+ clear_button.click(
125
+ clear_inputs,
126
+ outputs=[
127
+ image_input,
128
+ colormode,
129
+ hierarchical,
130
+ mode,
131
+ filter_speckle,
132
+ color_precision,
133
+ layer_difference,
134
+ corner_threshold,
135
+ length_threshold,
136
+ max_iterations,
137
+ splice_threshold,
138
+ path_precision
139
+ ]
140
  )
141
 
142
+ convert_button.click(
143
+ convert_to_vector,
144
+ inputs=[
145
+ image_input,
146
+ colormode,
147
+ hierarchical,
148
+ mode,
149
+ filter_speckle,
150
+ color_precision,
151
+ layer_difference,
152
+ corner_threshold,
153
+ length_threshold,
154
+ max_iterations,
155
+ splice_threshold,
156
+ path_precision
157
+ ],
158
+ outputs=[html, svg_output]
159
+ )
160
 
161
+ # Launch the app
162
+ app.launch(debug=True)