Spaces:
Running
Running
Update app.py
Browse files
app.py
CHANGED
@@ -35,7 +35,17 @@ def detect_ai_generated(text):
|
|
35 |
outputs = model_ai(**inputs)
|
36 |
probabilities = torch.softmax(outputs.logits, dim=1)
|
37 |
ai_probability = probabilities[0][1].item() * 100 # Probability of being AI-generated
|
38 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
39 |
|
40 |
# Function to get synonyms using NLTK WordNet
|
41 |
def get_synonyms_nltk(word, pos):
|
|
|
35 |
outputs = model_ai(**inputs)
|
36 |
probabilities = torch.softmax(outputs.logits, dim=1)
|
37 |
ai_probability = probabilities[0][1].item() * 100 # Probability of being AI-generated
|
38 |
+
human_probability = 100 - ai_probability # Probability of being Human-written
|
39 |
+
|
40 |
+
# Determine the label based on the higher probability
|
41 |
+
if ai_probability > human_probability:
|
42 |
+
label = "AI"
|
43 |
+
probability = ai_probability
|
44 |
+
else:
|
45 |
+
label = "Human"
|
46 |
+
probability = human_probability
|
47 |
+
|
48 |
+
return f"The content is {probability:.2f}% {label} Written"
|
49 |
|
50 |
# Function to get synonyms using NLTK WordNet
|
51 |
def get_synonyms_nltk(word, pos):
|