app.py

import streamlit as st
from PIL import Image
from utils import generate, opencv_to_pil


algorithm_choices = [
    "Sobel Edge Detection",
    "Canny Edge Detection",
    # "Hough Lines",
    "Laplacian Edge Detection",
    # "Contours Detection",
    "Prewitt Edge Detection",
    "Gradient Magnitude",
    # "Corner Detection",
]


def main():
    st.title("Line Detection Algorithms")

    st.write("Upload an image and select a line detection algorithm.")

    uploaded_file = st.file_uploader("Upload an image", type=["jpg", "jpeg", "png"])

    algorithm_choice = st.selectbox(
        "Select Line Detection Algorithm", algorithm_choices
    )

    if uploaded_file is not None:
        image = Image.open(uploaded_file)
        st.image(image, caption="Uploaded Image", use_column_width=True)

        if st.button("Generate Output"):
            output = generate(image, algorithm_choice)

            result = opencv_to_pil(output)

            st.image(result, caption="Generated Output", use_column_width=True)


if __name__ == "__main__":
    main()