Spaces:
Running
Running
Commit
Β·
da1ebea
1
Parent(s):
328a8f1
UI - theme
Browse files
app.py
CHANGED
@@ -35,10 +35,10 @@ def classify_text(text):
|
|
35 |
confidence = probabilities[predicted_class].item() * 100
|
36 |
|
37 |
if predicted_class == 24:
|
38 |
-
prediction_label = f"β
- The text is
|
39 |
model_info = ""
|
40 |
else:
|
41 |
-
prediction_label = f"π€ - The text is
|
42 |
model_info = f"**Identified AI Model:** {label_mapping[predicted_class]}"
|
43 |
|
44 |
result_message = f"**Result:**\n\n{prediction_label}"
|
@@ -49,17 +49,17 @@ def classify_text(text):
|
|
49 |
|
50 |
title = "AI Text Detector"
|
51 |
description = """
|
52 |
-
**AI detection tool by SzegedAI**
|
53 |
|
54 |
Detect AI-generated texts with precision using the new **ModernBERT** model, fine-tuned for machine-generated text detection, and capable of identifying 40 different models.
|
55 |
|
56 |
-
-
|
57 |
-
-
|
58 |
|
59 |
**Note:** The longer the text, the better the detection accuracy.
|
60 |
-
|
61 |
"""
|
62 |
|
|
|
|
|
63 |
iface = gr.Interface(
|
64 |
fn=classify_text,
|
65 |
inputs=gr.Textbox(
|
@@ -79,10 +79,9 @@ iface = gr.Interface(
|
|
79 |
border: 2px solid #4CAF50;
|
80 |
font-size: 18px;
|
81 |
padding: 15px;
|
82 |
-
|
83 |
-
|
84 |
-
|
85 |
-
width: 80%;
|
86 |
}
|
87 |
#result_output_box {
|
88 |
border-radius: 10px;
|
@@ -90,35 +89,60 @@ iface = gr.Interface(
|
|
90 |
font-size: 18px;
|
91 |
padding: 15px;
|
92 |
background-color: #2E2E3F;
|
93 |
-
margin:
|
94 |
-
width:
|
95 |
-
|
96 |
}
|
97 |
body {
|
98 |
background: #1E1E2F;
|
99 |
color: #E1E1E6;
|
100 |
font-family: 'Aptos', sans-serif;
|
101 |
padding: 20px;
|
102 |
-
text-align: center;
|
103 |
}
|
104 |
.gradio-container {
|
105 |
border: 2px solid #4CAF50;
|
106 |
border-radius: 15px;
|
107 |
padding: 30px;
|
108 |
box-shadow: 0px 0px 20px rgba(0,255,0,0.6);
|
109 |
-
|
110 |
-
|
111 |
-
margin-left: auto;
|
112 |
-
margin-right: auto;
|
113 |
}
|
114 |
-
h1
|
115 |
text-align: center;
|
116 |
-
font-size:
|
117 |
font-weight: bold;
|
118 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
119 |
}
|
120 |
"""
|
121 |
)
|
122 |
|
123 |
-
|
124 |
iface.launch(share=True)
|
|
|
|
|
|
|
|
|
|
35 |
confidence = probabilities[predicted_class].item() * 100
|
36 |
|
37 |
if predicted_class == 24:
|
38 |
+
prediction_label = f"β
- The text is <span class='highlight-human'>**{confidence:.2f}%** likely <b>Human written</b>.</span>"
|
39 |
model_info = ""
|
40 |
else:
|
41 |
+
prediction_label = f"π€ - The text is <span class='highlight-ai'>**{confidence:.2f}%** likely <b>AI generated</b>.</span>"
|
42 |
model_info = f"**Identified AI Model:** {label_mapping[predicted_class]}"
|
43 |
|
44 |
result_message = f"**Result:**\n\n{prediction_label}"
|
|
|
49 |
|
50 |
title = "AI Text Detector"
|
51 |
description = """
|
|
|
52 |
|
53 |
Detect AI-generated texts with precision using the new **ModernBERT** model, fine-tuned for machine-generated text detection, and capable of identifying 40 different models.
|
54 |
|
55 |
+
- **π€ - Identify AI Models**: Reveals which LLM generated the text if detected as AI.
|
56 |
+
- **β
- Human Verification**: Marks human-written text with a green checkmark.
|
57 |
|
58 |
**Note:** The longer the text, the better the detection accuracy.
|
|
|
59 |
"""
|
60 |
|
61 |
+
bottom_text = "**AI detection tool by SzegedAI**"
|
62 |
+
|
63 |
iface = gr.Interface(
|
64 |
fn=classify_text,
|
65 |
inputs=gr.Textbox(
|
|
|
79 |
border: 2px solid #4CAF50;
|
80 |
font-size: 18px;
|
81 |
padding: 15px;
|
82 |
+
margin-bottom: 20px;
|
83 |
+
width: 100%;
|
84 |
+
box-sizing: border-box;
|
|
|
85 |
}
|
86 |
#result_output_box {
|
87 |
border-radius: 10px;
|
|
|
89 |
font-size: 18px;
|
90 |
padding: 15px;
|
91 |
background-color: #2E2E3F;
|
92 |
+
margin-top: 10px;
|
93 |
+
width: 100%;
|
94 |
+
box-sizing: border-box;
|
95 |
}
|
96 |
body {
|
97 |
background: #1E1E2F;
|
98 |
color: #E1E1E6;
|
99 |
font-family: 'Aptos', sans-serif;
|
100 |
padding: 20px;
|
|
|
101 |
}
|
102 |
.gradio-container {
|
103 |
border: 2px solid #4CAF50;
|
104 |
border-radius: 15px;
|
105 |
padding: 30px;
|
106 |
box-shadow: 0px 0px 20px rgba(0,255,0,0.6);
|
107 |
+
max-width: 700px;
|
108 |
+
margin: auto;
|
|
|
|
|
109 |
}
|
110 |
+
h1 {
|
111 |
text-align: center;
|
112 |
+
font-size: 36px;
|
113 |
font-weight: bold;
|
114 |
+
}
|
115 |
+
h2 {
|
116 |
+
text-align: left;
|
117 |
+
font-size: 28px;
|
118 |
+
}
|
119 |
+
.highlight-human {
|
120 |
+
color: #4CAF50;
|
121 |
+
font-weight: bold;
|
122 |
+
background: rgba(76, 175, 80, 0.2);
|
123 |
+
padding: 5px;
|
124 |
+
border-radius: 8px;
|
125 |
+
}
|
126 |
+
.highlight-ai {
|
127 |
+
color: #FF5733;
|
128 |
+
font-weight: bold;
|
129 |
+
background: rgba(255, 87, 51, 0.2);
|
130 |
+
padding: 5px;
|
131 |
+
border-radius: 8px;
|
132 |
+
}
|
133 |
+
#bottom_text {
|
134 |
+
text-align: center;
|
135 |
+
margin-top: 50px;
|
136 |
+
font-weight: bold;
|
137 |
+
font-size: 20px;
|
138 |
+
color: #E1E1E6;
|
139 |
}
|
140 |
"""
|
141 |
)
|
142 |
|
143 |
+
def launch_app():
|
144 |
iface.launch(share=True)
|
145 |
+
print(bottom_text)
|
146 |
+
|
147 |
+
if __name__ == "__main__":
|
148 |
+
launch_app()
|