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Update app.py
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app.py
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@@ -35,7 +35,17 @@ def detect_ai_generated(text):
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outputs = model_ai(**inputs)
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probabilities = torch.softmax(outputs.logits, dim=1)
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ai_probability = probabilities[0][1].item() * 100 # Probability of being AI-generated
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# Function to get synonyms using NLTK WordNet
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def get_synonyms_nltk(word, pos):
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outputs = model_ai(**inputs)
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probabilities = torch.softmax(outputs.logits, dim=1)
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ai_probability = probabilities[0][1].item() * 100 # Probability of being AI-generated
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human_probability = 100 - ai_probability # Probability of being Human-written
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# Determine the label based on the higher probability
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if ai_probability > human_probability:
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label = "AI"
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probability = ai_probability
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else:
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label = "Human"
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probability = human_probability
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return f"The content is {probability:.2f}% {label} Written"
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# Function to get synonyms using NLTK WordNet
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def get_synonyms_nltk(word, pos):
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