pages/3_Model_Performance.py

import streamlit as st
import pandas as pd

st.title("Model Performance Comparison")

data = {
    "Model": ["VGG16","ResNet50","MobileNetV2","EfficientNetB0"],
    "Accuracy": [0.83,0.88,0.85,0.91],
    "Inference Time (ms)": [150,100,50,80]
}

df = pd.DataFrame(data)

st.dataframe(df, use_container_width=True)

st.bar_chart(df.set_index("Model")["Accuracy"])
st.bar_chart(df.set_index("Model")["Inference Time (ms)"])