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Update app.py
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app.py
CHANGED
@@ -6,14 +6,12 @@ import cv2
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import tempfile
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import os
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# Function to analyze text
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def analyze_text(text):
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blob = TextBlob(text)
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polarity = blob.sentiment.polarity
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sentiment = "Positive" if polarity > 0 else "Negative" if polarity < 0 else "Neutral"
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return f"Text Sentiment: {sentiment} (Polarity: {polarity:.2f}
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# Function to analyze image (face emotion)
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def analyze_image(image):
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try:
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result = DeepFace.analyze(image, actions=['emotion'], enforce_detection=False)
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@@ -21,8 +19,6 @@ def analyze_image(image):
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return f"Detected Emotion: {dominant_emotion}"
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except Exception as e:
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return f"Error: {str(e)}"
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# Function to analyze video (face emotion at center frame)
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def analyze_video(video_file):
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try:
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tmpdir = tempfile.mkdtemp()
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@@ -36,7 +32,6 @@ def analyze_video(video_file):
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except Exception as e:
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return f"Error: {str(e)}"
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# Gradio UI
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with gr.Blocks() as demo:
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gr.Markdown("# 🧠 Emotion and Sentiment Analyzer")
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with gr.Tab("Text Analysis"):
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import tempfile
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import os
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def analyze_text(text):
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blob = TextBlob(text)
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polarity = blob.sentiment.polarity
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sentiment = "Positive" if polarity > 0 else "Negative" if polarity < 0 else "Neutral"
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return f"Text Sentiment: {sentiment} (Polarity: {polarity:.2f}
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def analyze_image(image):
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try:
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result = DeepFace.analyze(image, actions=['emotion'], enforce_detection=False)
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return f"Detected Emotion: {dominant_emotion}"
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except Exception as e:
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return f"Error: {str(e)}"
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def analyze_video(video_file):
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try:
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tmpdir = tempfile.mkdtemp()
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except Exception as e:
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return f"Error: {str(e)}"
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with gr.Blocks() as demo:
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gr.Markdown("# 🧠 Emotion and Sentiment Analyzer")
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with gr.Tab("Text Analysis"):
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