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Update app.py
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app.py
CHANGED
@@ -34,7 +34,7 @@ def load_data(video_id):
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return summary, transcription, unified_metadata, face_metadata
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video_id = "IMFUOexuEXw"
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video_path =
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summary, transcription, unified_metadata, face_metadata = load_data(video_id)
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# Load FAISS indexes
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@@ -79,27 +79,27 @@ def create_video_clip(video_path, start_time, end_time, output_path):
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# Streamlit UI
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st.title("Video Analysis Dashboard")
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# Sidebar with scrollable transcript
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st.sidebar.header("Video Transcript")
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transcript_text = transcription['transcription']
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st.sidebar.text_area("Full Transcript", transcript_text, height=300)
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# Main content
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with col1:
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st.header("Video Player")
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st.video(video_path)
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with col2:
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st.header("Video Summary")
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st.subheader("Prominent Faces")
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for face in summary['prominent_faces']:
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st.write(f"Face ID: {face['id']}, Appearances: {face['appearances']}")
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if 'thumbnail' in face:
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image = Image.open(io.BytesIO(base64.b64decode(face['thumbnail'])))
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st.image(image, caption=f"Face ID: {face['id']}", width=100)
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st.subheader("Themes")
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for theme in summary['themes']:
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st.write(f"Theme ID: {theme['id']}, Keywords: {', '.join(theme['keywords'])}")
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return summary, transcription, unified_metadata, face_metadata
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video_id = "IMFUOexuEXw"
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video_path = "avengers_interview.mp4"
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summary, transcription, unified_metadata, face_metadata = load_data(video_id)
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# Load FAISS indexes
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# Streamlit UI
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st.title("Video Analysis Dashboard")
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# Sidebar with full video and scrollable transcript
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st.sidebar.header("Full Video")
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st.sidebar.video(video_path)
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st.sidebar.header("Video Transcript")
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transcript_text = transcription['transcription']
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st.sidebar.text_area("Full Transcript", transcript_text, height=300)
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# Main content
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st.header("Video Summary")
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col1, col2 = st.columns(2)
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with col1:
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st.subheader("Prominent Faces")
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for face in summary['prominent_faces']:
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st.write(f"Face ID: {face['id']}, Appearances: {face['appearances']}")
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if 'thumbnail' in face:
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image = Image.open(io.BytesIO(base64.b64decode(face['thumbnail'])))
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st.image(image, caption=f"Face ID: {face['id']}", width=100)
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with col2:
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st.subheader("Themes")
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for theme in summary['themes']:
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st.write(f"Theme ID: {theme['id']}, Keywords: {', '.join(theme['keywords'])}")
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