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Update app.py
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app.py
CHANGED
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@@ -20,12 +20,13 @@ Welcome to LKSF! This app serves as your creative partner in fashion design, off
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st.sidebar.title("Navigation")
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app_mode = st.sidebar.selectbox(
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"Choose a Feature",
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["Home", "Sketch to 3D Design", "Trend Forecaster", "Virtual Try-On", "Personalized Stylist"]
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)
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# Home Page
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if app_mode == "Home":
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st.image("https://via.placeholder.com/1200x400.png?text=Fashion+Banner",
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st.write("""
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**LKSF** is an AI-powered platform designed to revolutionize the fashion industry.
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Explore the features in the sidebar to get started!
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@@ -34,16 +35,16 @@ if app_mode == "Home":
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# Sketch to 3D Design Feature
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elif app_mode == "Sketch to 3D Design":
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st.header("Sketch to 3D Design")
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uploaded_file = st.file_uploader("Upload your fashion sketch (PNG or JPG)", type=["png", "jpg"])
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if uploaded_file is not None:
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image = Image.open(uploaded_file)
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st.image(image, caption="Uploaded Sketch",
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if st.button("Convert to 3D"):
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# Placeholder for AI model to convert sketch to 3D
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st.write("**3D Design Preview**")
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st.image("https://via.placeholder.com/600x400.png?text=3D+Design+Placeholder", caption="3D Design",
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st.success("Your 3D design is ready!")
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# Trend Forecaster Feature
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@@ -63,33 +64,33 @@ elif app_mode == "Trend Forecaster":
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st.write("**Current Trends by Region**")
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st.dataframe(trend_df)
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if st.button("Generate Trend Report"):
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# Placeholder for AI trend analysis
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st.write("**Trend Forecast for Next Season**")
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st.image("https://via.placeholder.com/600x400.png?text=Trend+Forecast+Placeholder", caption="Trend Forecast",
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# Virtual Try-On Feature
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elif app_mode == "Virtual Try-On":
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st.header("Virtual Try-On")
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st.write("Try on outfits virtually using augmented reality!")
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uploaded_image = st.file_uploader("Upload your photo (PNG or JPG)", type=["png", "jpg"])
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outfit_image = st.file_uploader("Upload outfit image (PNG or JPG)", type=["png", "jpg"])
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if uploaded_image is not None and outfit_image is not None:
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user_image = Image.open(uploaded_image)
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outfit = Image.open(outfit_image)
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st.write("**Your Photo**")
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st.image(user_image,
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st.write("**Outfit to Try On**")
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st.image(outfit,
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if st.button("Try On Outfit"):
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# Placeholder for AR-based virtual try-on
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st.write("**Virtual Try-On Result**")
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st.image("https://via.placeholder.com/600x400.png?text=Virtual+Try-On+Placeholder", caption="Virtual Try-On",
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# Personalized Stylist Feature
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elif app_mode == "Personalized Stylist":
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@@ -97,46 +98,46 @@ elif app_mode == "Personalized Stylist":
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st.write("Get outfit recommendations tailored to your style, body type, and preferences.")
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# User Inputs
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gender = st.selectbox("Select Gender", ["Male", "Female", "Non-Binary"])
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body_type = st.selectbox("Select Body Type", ["Hourglass", "Rectangle", "Pear", "Apple", "Inverted Triangle"])
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color_preference = st.multiselect("Select Preferred Colors", ["Red", "Blue", "Green", "Black", "White", "Yellow"])
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occasion = st.selectbox("Select Occasion", ["Casual", "Formal", "Work", "Party", "Sports"])
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if st.button("Get Styling Recommendations"):
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# Placeholder for AI-based styling recommendations
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st.write("**Recommended Outfits**")
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st.image("https://via.placeholder.com/600x400.png?text=Outfit+Recommendation+Placeholder", caption="Outfit Recommendation",
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st.write("**Styling Tips**")
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st.write("- Pair this outfit with neutral-colored accessories.")
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st.write("- Add a statement necklace for a formal look.")
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# Additional Features (Optional)
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st.sidebar.header("Additional Features")
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if st.sidebar.checkbox("Show Hairstyle Recommendations"):
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st.header("Hairstyle Recommendations")
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face_shape = st.selectbox("Select Your Face Shape", ["Oval", "Round", "Square", "Heart"])
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if st.button("Get Hairstyle Suggestions"):
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# Placeholder for AI-based hairstyle recommendations
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st.write("**Recommended Hairstyles**")
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st.image("https://via.placeholder.com/600x400.png?text=Hairstyle+Recommendation+Placeholder", caption="Hairstyle Recommendation",
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if st.sidebar.checkbox("Show Glasses Frame Suggestions"):
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st.header("Glasses Frame Suggestions")
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face_shape = st.selectbox("Select Your Face Shape", ["Oval", "Round", "Square", "Heart"])
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if st.button("Get Glasses Frame Suggestions"):
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# Placeholder for AI-based glasses frame recommendations
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st.write("**Recommended Glasses Frames**")
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st.image("https://via.placeholder.com/600x400.png?text=Glasses+Frame+Recommendation+Placeholder", caption="Glasses Frame Recommendation",
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if st.sidebar.checkbox("Show Skin Tone Analysis"):
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st.header("Skin Tone Analysis")
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uploaded_photo = st.file_uploader("Upload a photo for skin tone analysis", type=["png", "jpg"])
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if uploaded_photo is not None:
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photo = Image.open(uploaded_photo)
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st.image(photo, caption="Uploaded Photo",
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if st.button("Analyze Skin Tone"):
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# Placeholder for AI-based skin tone analysis
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st.write("**Skin Tone Analysis Result**")
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st.write("Your skin tone is: **Warm**")
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st.write("**Recommended Colors**")
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st.image("https://via.placeholder.com/600x400.png?text=Color+Recommendation+Placeholder", caption="Color Recommendation",
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st.sidebar.title("Navigation")
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app_mode = st.sidebar.selectbox(
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"Choose a Feature",
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["Home", "Sketch to 3D Design", "Trend Forecaster", "Virtual Try-On", "Personalized Stylist"],
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key="navigation_selectbox" # Unique key for the sidebar selectbox
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)
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# Home Page
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if app_mode == "Home":
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st.image("https://via.placeholder.com/1200x400.png?text=Fashion+Banner", use_container_width=True)
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st.write("""
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**LKSF** is an AI-powered platform designed to revolutionize the fashion industry.
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Explore the features in the sidebar to get started!
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# Sketch to 3D Design Feature
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elif app_mode == "Sketch to 3D Design":
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st.header("Sketch to 3D Design")
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uploaded_file = st.file_uploader("Upload your fashion sketch (PNG or JPG)", type=["png", "jpg"], key="sketch_uploader")
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if uploaded_file is not None:
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image = Image.open(uploaded_file)
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st.image(image, caption="Uploaded Sketch", use_container_width=True)
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if st.button("Convert to 3D", key="convert_to_3d_button"):
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# Placeholder for AI model to convert sketch to 3D
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st.write("**3D Design Preview**")
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st.image("https://via.placeholder.com/600x400.png?text=3D+Design+Placeholder", caption="3D Design", use_container_width=True)
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st.success("Your 3D design is ready!")
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# Trend Forecaster Feature
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st.write("**Current Trends by Region**")
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st.dataframe(trend_df)
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if st.button("Generate Trend Report", key="trend_report_button"):
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# Placeholder for AI trend analysis
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st.write("**Trend Forecast for Next Season**")
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st.image("https://via.placeholder.com/600x400.png?text=Trend+Forecast+Placeholder", caption="Trend Forecast", use_container_width=True)
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# Virtual Try-On Feature
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elif app_mode == "Virtual Try-On":
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st.header("Virtual Try-On")
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st.write("Try on outfits virtually using augmented reality!")
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uploaded_image = st.file_uploader("Upload your photo (PNG or JPG)", type=["png", "jpg"], key="user_photo_uploader")
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outfit_image = st.file_uploader("Upload outfit image (PNG or JPG)", type=["png", "jpg"], key="outfit_uploader")
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if uploaded_image is not None and outfit_image is not None:
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user_image = Image.open(uploaded_image)
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outfit = Image.open(outfit_image)
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st.write("**Your Photo**")
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st.image(user_image, use_container_width=True)
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st.write("**Outfit to Try On**")
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st.image(outfit, use_container_width=True)
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if st.button("Try On Outfit", key="try_on_button"):
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# Placeholder for AR-based virtual try-on
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st.write("**Virtual Try-On Result**")
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st.image("https://via.placeholder.com/600x400.png?text=Virtual+Try-On+Placeholder", caption="Virtual Try-On", use_container_width=True)
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# Personalized Stylist Feature
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elif app_mode == "Personalized Stylist":
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st.write("Get outfit recommendations tailored to your style, body type, and preferences.")
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# User Inputs
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gender = st.selectbox("Select Gender", ["Male", "Female", "Non-Binary"], key="gender_selectbox")
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body_type = st.selectbox("Select Body Type", ["Hourglass", "Rectangle", "Pear", "Apple", "Inverted Triangle"], key="body_type_selectbox")
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color_preference = st.multiselect("Select Preferred Colors", ["Red", "Blue", "Green", "Black", "White", "Yellow"], key="color_preference_multiselect")
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occasion = st.selectbox("Select Occasion", ["Casual", "Formal", "Work", "Party", "Sports"], key="occasion_selectbox")
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if st.button("Get Styling Recommendations", key="styling_recommendations_button"):
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# Placeholder for AI-based styling recommendations
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st.write("**Recommended Outfits**")
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st.image("https://via.placeholder.com/600x400.png?text=Outfit+Recommendation+Placeholder", caption="Outfit Recommendation", use_container_width=True)
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st.write("**Styling Tips**")
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st.write("- Pair this outfit with neutral-colored accessories.")
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st.write("- Add a statement necklace for a formal look.")
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# Additional Features (Optional)
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st.sidebar.header("Additional Features")
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if st.sidebar.checkbox("Show Hairstyle Recommendations", key="hairstyle_checkbox"):
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st.header("Hairstyle Recommendations")
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face_shape = st.selectbox("Select Your Face Shape", ["Oval", "Round", "Square", "Heart"], key="face_shape_selectbox_1")
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if st.button("Get Hairstyle Suggestions", key="hairstyle_button"):
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# Placeholder for AI-based hairstyle recommendations
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st.write("**Recommended Hairstyles**")
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st.image("https://via.placeholder.com/600x400.png?text=Hairstyle+Recommendation+Placeholder", caption="Hairstyle Recommendation", use_container_width=True)
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if st.sidebar.checkbox("Show Glasses Frame Suggestions", key="glasses_checkbox"):
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st.header("Glasses Frame Suggestions")
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face_shape = st.selectbox("Select Your Face Shape", ["Oval", "Round", "Square", "Heart"], key="face_shape_selectbox_2")
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if st.button("Get Glasses Frame Suggestions", key="glasses_button"):
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# Placeholder for AI-based glasses frame recommendations
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st.write("**Recommended Glasses Frames**")
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st.image("https://via.placeholder.com/600x400.png?text=Glasses+Frame+Recommendation+Placeholder", caption="Glasses Frame Recommendation", use_container_width=True)
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if st.sidebar.checkbox("Show Skin Tone Analysis", key="skin_tone_checkbox"):
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st.header("Skin Tone Analysis")
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uploaded_photo = st.file_uploader("Upload a photo for skin tone analysis", type=["png", "jpg"], key="skin_tone_uploader")
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if uploaded_photo is not None:
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photo = Image.open(uploaded_photo)
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st.image(photo, caption="Uploaded Photo", use_container_width=True)
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if st.button("Analyze Skin Tone", key="skin_tone_button"):
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# Placeholder for AI-based skin tone analysis
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st.write("**Skin Tone Analysis Result**")
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st.write("Your skin tone is: **Warm**")
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st.write("**Recommended Colors**")
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st.image("https://via.placeholder.com/600x400.png?text=Color+Recommendation+Placeholder", caption="Color Recommendation", use_container_width=True)
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