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muqtasid87
commited on
haha yes
Browse files
app.py
ADDED
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import streamlit as st
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import app_qwen
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import project.app_florence as app_florence
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import project.app_combined as app_combined
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# Set page configuration
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st.set_page_config(
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page_title="Vehicle Analysis Suite",
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page_icon="π",
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layout="wide",
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initial_sidebar_state="expanded" # Show sidebar by default
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)
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# Custom CSS for the sidebar and main content
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st.markdown("""
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<style>
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.block-container {padding-top: 1rem; padding-bottom: 0rem;}
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.element-container {margin-bottom: 0.5rem;}
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.stButton button {width: 100%;}
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h1 {margin-bottom: 1rem;}
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.sidebar-content {
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padding: 1rem;
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}
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.app-header {
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text-align: center;
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padding: 1rem;
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background-color: #f0f2f6;
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border-radius: 0.5rem;
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margin-bottom: 2rem;
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}
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</style>
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""", unsafe_allow_html=True)
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def main():
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# Sidebar for app selection
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with st.sidebar:
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st.markdown("### π Vehicle Analysis Suite")
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st.markdown("---")
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app_mode = st.radio(
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"Select Analysis Mode:",
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["Qwen2-VL Classifier", "Florence-2 Detector", "Combined Pipeline"],
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index=0, # Default to Qwen2-VL
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key="app_selection"
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)
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st.markdown("---")
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st.markdown("""
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### About the Models:
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**Qwen2-VL Classifier**
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- Quick vehicle classification
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- Single-word output
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- Optimized for vehicle types
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**Florence-2 Detector**
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- Visual object detection
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- Bounding box visualization
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- Detailed spatial analysis
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**Combined Pipeline**
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- Two-stage analysis
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- Classification + Detection
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- Comprehensive results
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""")
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# Clear previous app states when switching
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if 'last_app' not in st.session_state:
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st.session_state.last_app = None
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if st.session_state.last_app != app_mode:
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# Clear relevant session state variables
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for key in list(st.session_state.keys()):
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if key not in ['app_selection', 'last_app']:
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del st.session_state[key]
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st.session_state.last_app = app_mode
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# Main content area
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if app_mode == "Qwen2-VL Classifier":
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st.markdown("""
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<div class='app-header'>
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<h1>π€ Qwen2-VL Vehicle Classifier</h1>
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<p>Specialized in quick and accurate vehicle type classification</p>
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</div>
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""", unsafe_allow_html=True)
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app_qwen.main()
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elif app_mode == "Florence-2 Detector":
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st.markdown("""
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<div class='app-header'>
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<h1>π Florence-2 Vehicle Detector</h1>
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<p>Advanced visual detection with bounding box visualization</p>
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</div>
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""", unsafe_allow_html=True)
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app_florence.main()
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else: # Combined Pipeline
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st.markdown("""
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<div class='app-header'>
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<h1>π Combined Analysis Pipeline</h1>
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<p>Comprehensive vehicle analysis using both models</p>
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</div>
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""", unsafe_allow_html=True)
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app_combined.main()
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if __name__ == "__main__":
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main()
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