BhumikaMak commited on
Commit
9e7c847
·
1 Parent(s): 1e01088

Update: revert -12

Browse files
Files changed (1) hide show
  1. app.py +6 -70
app.py CHANGED
@@ -11,7 +11,6 @@ sample_images = {
11
  "Sample 1": os.path.join(os.getcwd(), "data/xai/sample1.jpeg"),
12
  "Sample 2": os.path.join(os.getcwd(), "data/xai/sample2.jpg"),
13
  }
14
-
15
  def load_sample_image(sample_name):
16
  image_path = sample_images.get(sample_name)
17
  if image_path and os.path.exists(image_path):
@@ -27,6 +26,7 @@ def load_sample_image(choice):
27
  else:
28
  raise ValueError("Invalid sample selection.")
29
 
 
30
  def process_image(sample_choice, uploaded_image, yolo_versions=["yolov5"]):
31
  print(sample_choice, upload_image)
32
  if uploaded_image is not None:
@@ -46,72 +46,10 @@ def process_image(sample_choice, uploaded_image, yolo_versions=["yolov5"]):
46
  result_images.append((Image.fromarray(image), f"{yolo_version} not yet implemented."))
47
  return result_images
48
 
49
- with gr.Blocks() as interface:
50
- # Update CSS to make text white and set dark mode
51
- gr.HTML("""
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- <style>
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- body {
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- background-color: #FFFFFF;
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- color: #D3D3D3; /* Set the default text color to light grey */
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- margin: 0; /* Remove default body margin */
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- padding: 0; /* Remove default body padding */
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- }
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- .gradio-container {
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- color: #D3D3D3; /* Ensure Gradio components also have light grey text */
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- margin: 0; /* Remove default body margin */
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- padding: 0; /* Remove default body padding */
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- }
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- h1, h2, h3, h4, h5, h6 {
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- color: #FFFFFF !important; /* Force all headings, paragraphs, and labels to white */
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- margin: 0; /* Remove default body margin */
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- padding: 0; /* Remove default body padding */
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- }
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- .gr-markdown {
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- color: #D3D3D3 !important; /* Ensure Markdown text is white */
71
- }
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- .gr-button {
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- background-color: #007bff; /* Optional: Change button background color */
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- color: #D3D3D3; /* Ensure button text is light grey */
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- }
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- .gr-button:hover {
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- background-color: #0056b3; /* Optional: Change button hover color */
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- }
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- </style>
80
- """)
81
-
82
- # with gr.Blocks() as interface:
83
- # # Update CSS to make text light grey
84
- # gr.HTML("""
85
- # <style>
86
- # body {
87
- # background-color: black;
88
- # color: #D3D3D3; /* Set the default text color to light grey */
89
- # }
90
- # .gradio-container {
91
- # color: #D3D3D3; /* Ensure Gradio components also have light grey text */
92
- # }
93
- # h1, h2, h3, h4, h5, h6, p, label {
94
- # color: #FFFFFF; /* Make all headings and labels light grey */
95
- # }
96
- # .gr-markdown {
97
- # color: #FFFFFF; /* Ensure Markdown text is light grey */
98
- # }
99
- # .gr-button {
100
- # background-color: #007bff; /* Optional: Change button background color */
101
- # color: #D3D3D3; /* Ensure button text is light grey */
102
- # }
103
- # .gr-button:hover {
104
- # background-color: #0056b3; /* Optional: Change button hover color */
105
- # }
106
- # </style>
107
- # """)
108
-
109
-
110
- gr.Markdown("<h1 style='color: #FFFFFF;'>XAI: Visualize Object Detection of Your Models</h1>")
111
- gr.Markdown("<p style='color: #FFFFFF;'>Select a sample image to visualize object detection.</p>")
112
-
113
  default_sample = "Sample 1"
114
-
115
  with gr.Row(elem_classes="orchid-green-bg"):
116
  # Left side: Sample selection and upload image
117
  with gr.Column():
@@ -122,12 +60,11 @@ with gr.Blocks() as interface:
122
  value=default_sample, # Set default selection
123
  )
124
  # Upload image below sample selection
125
- gr.Markdown("<h2 style='color: #FFFFFF>Or upload your own image:</h2>")
126
  upload_image = gr.Image(
127
  label="Upload an Image",
128
  type="pil", # Correct type for file path compatibility
129
  )
130
-
131
  # Right side: Selected sample image display
132
  sample_display = gr.Image(
133
  value=load_sample_image(default_sample),
@@ -145,7 +82,6 @@ with gr.Blocks() as interface:
145
  value=["yolov5"],
146
  label="Select Model(s)",
147
  )
148
-
149
  result_gallery = gr.Gallery(label="Results", elem_id="gallery", rows=2, height=500)
150
 
151
  gr.Button("Run").click(
@@ -154,4 +90,4 @@ with gr.Blocks() as interface:
154
  outputs=result_gallery,
155
  )
156
 
157
- interface.launch(share=True)
 
11
  "Sample 1": os.path.join(os.getcwd(), "data/xai/sample1.jpeg"),
12
  "Sample 2": os.path.join(os.getcwd(), "data/xai/sample2.jpg"),
13
  }
 
14
  def load_sample_image(sample_name):
15
  image_path = sample_images.get(sample_name)
16
  if image_path and os.path.exists(image_path):
 
26
  else:
27
  raise ValueError("Invalid sample selection.")
28
 
29
+
30
  def process_image(sample_choice, uploaded_image, yolo_versions=["yolov5"]):
31
  print(sample_choice, upload_image)
32
  if uploaded_image is not None:
 
46
  result_images.append((Image.fromarray(image), f"{yolo_version} not yet implemented."))
47
  return result_images
48
 
49
+ with gr.Blocks(css=".orchid-green-bg { background-color: #2f4f4f !important; padding: 20px; }") as interface:
50
+ gr.Markdown("# XAI: Visualize Object Detection of Your Models")
51
+ gr.Markdown("Select a sample image to visualize object detection.")
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
52
  default_sample = "Sample 1"
 
53
  with gr.Row(elem_classes="orchid-green-bg"):
54
  # Left side: Sample selection and upload image
55
  with gr.Column():
 
60
  value=default_sample, # Set default selection
61
  )
62
  # Upload image below sample selection
63
+ gr.Markdown("**Or upload your own image:**")
64
  upload_image = gr.Image(
65
  label="Upload an Image",
66
  type="pil", # Correct type for file path compatibility
67
  )
 
68
  # Right side: Selected sample image display
69
  sample_display = gr.Image(
70
  value=load_sample_image(default_sample),
 
82
  value=["yolov5"],
83
  label="Select Model(s)",
84
  )
 
85
  result_gallery = gr.Gallery(label="Results", elem_id="gallery", rows=2, height=500)
86
 
87
  gr.Button("Run").click(
 
90
  outputs=result_gallery,
91
  )
92
 
93
+ interface.launch(share=True)