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| import streamlit as st | |
| import numpy as np | |
| import pandas as pd | |
| from PIL import Image | |
| # Page Configuration | |
| st.set_page_config(page_title="LKSF - AI Fashion Designer Assistant", layout="wide") | |
| # Title and Description | |
| st.title("LKSF - AI Fashion Designer Assistant") | |
| st.write(""" | |
| Welcome to LKSF! This app serves as your creative partner in fashion design, offering tools for: | |
| - Sketch-to-3D Design | |
| - Trend Forecasting | |
| - Virtual Try-On | |
| - Personalized Styling | |
| """) | |
| # Sidebar for Navigation | |
| st.sidebar.title("Navigation") | |
| app_mode = st.sidebar.selectbox( | |
| "Choose a Feature", | |
| ["Home", "Sketch to 3D Design", "Trend Forecaster", "Virtual Try-On", "Personalized Stylist"], | |
| key="navigation_selectbox" # Unique key for the sidebar selectbox | |
| ) | |
| # Home Page | |
| if app_mode == "Home": | |
| st.image("https://via.placeholder.com/1200x400.png?text=Fashion+Banner", use_container_width=True) | |
| st.write(""" | |
| **LKSF** is an AI-powered platform designed to revolutionize the fashion industry. | |
| Explore the features in the sidebar to get started! | |
| """) | |
| # Sketch to 3D Design Feature | |
| elif app_mode == "Sketch to 3D Design": | |
| st.header("Sketch to 3D Design") | |
| uploaded_file = st.file_uploader("Upload your fashion sketch (PNG or JPG)", type=["png", "jpg"], key="sketch_uploader") | |
| if uploaded_file is not None: | |
| image = Image.open(uploaded_file) | |
| st.image(image, caption="Uploaded Sketch", use_container_width=True) | |
| if st.button("Convert to 3D", key="convert_to_3d_button"): | |
| # Placeholder for AI model to convert sketch to 3D | |
| st.write("**3D Design Preview**") | |
| st.image("https://via.placeholder.com/600x400.png?text=3D+Design+Placeholder", caption="3D Design", use_container_width=True) | |
| st.success("Your 3D design is ready!") | |
| # Trend Forecaster Feature | |
| elif app_mode == "Trend Forecaster": | |
| st.header("Fashion Trend Forecaster") | |
| st.write("Analyzing global trends to predict the next big thing in fashion...") | |
| # Example trend data | |
| trend_data = { | |
| "Region": ["North America", "Europe", "Asia"], | |
| "Top Color": ["Pastel Pink", "Neon Green", "Royal Blue"], | |
| "Top Fabric": ["Silk", "Denim", "Linen"], | |
| "Top Style": ["Oversized Blazers", "Cargo Pants", "Cropped Tops"] | |
| } | |
| trend_df = pd.DataFrame(trend_data) | |
| st.write("**Current Trends by Region**") | |
| st.dataframe(trend_df) | |
| if st.button("Generate Trend Report", key="trend_report_button"): | |
| # Placeholder for AI trend analysis | |
| st.write("**Trend Forecast for Next Season**") | |
| st.image("https://via.placeholder.com/600x400.png?text=Trend+Forecast+Placeholder", caption="Trend Forecast", use_container_width=True) | |
| # Virtual Try-On Feature | |
| elif app_mode == "Virtual Try-On": | |
| st.header("Virtual Try-On") | |
| st.write("Try on outfits virtually using augmented reality!") | |
| uploaded_image = st.file_uploader("Upload your photo (PNG or JPG)", type=["png", "jpg"], key="user_photo_uploader") | |
| outfit_image = st.file_uploader("Upload outfit image (PNG or JPG)", type=["png", "jpg"], key="outfit_uploader") | |
| if uploaded_image is not None and outfit_image is not None: | |
| user_image = Image.open(uploaded_image) | |
| outfit = Image.open(outfit_image) | |
| st.write("**Your Photo**") | |
| st.image(user_image, use_container_width=True) | |
| st.write("**Outfit to Try On**") | |
| st.image(outfit, use_container_width=True) | |
| if st.button("Try On Outfit", key="try_on_button"): | |
| # Placeholder for AR-based virtual try-on | |
| st.write("**Virtual Try-On Result**") | |
| st.image("https://via.placeholder.com/600x400.png?text=Virtual+Try-On+Placeholder", caption="Virtual Try-On", use_container_width=True) | |
| # Personalized Stylist Feature | |
| elif app_mode == "Personalized Stylist": | |
| st.header("Personalized Stylist") | |
| st.write("Get outfit recommendations tailored to your style, body type, and preferences.") | |
| # User Inputs | |
| gender = st.selectbox("Select Gender", ["Male", "Female", "Non-Binary"], key="gender_selectbox") | |
| body_type = st.selectbox("Select Body Type", ["Hourglass", "Rectangle", "Pear", "Apple", "Inverted Triangle"], key="body_type_selectbox") | |
| color_preference = st.multiselect("Select Preferred Colors", ["Red", "Blue", "Green", "Black", "White", "Yellow"], key="color_preference_multiselect") | |
| occasion = st.selectbox("Select Occasion", ["Casual", "Formal", "Work", "Party", "Sports"], key="occasion_selectbox") | |
| if st.button("Get Styling Recommendations", key="styling_recommendations_button"): | |
| # Placeholder for AI-based styling recommendations | |
| st.write("**Recommended Outfits**") | |
| st.image("https://via.placeholder.com/600x400.png?text=Outfit+Recommendation+Placeholder", caption="Outfit Recommendation", use_container_width=True) | |
| st.write("**Styling Tips**") | |
| st.write("- Pair this outfit with neutral-colored accessories.") | |
| st.write("- Add a statement necklace for a formal look.") | |
| # Additional Features (Optional) | |
| st.sidebar.header("Additional Features") | |
| if st.sidebar.checkbox("Show Hairstyle Recommendations", key="hairstyle_checkbox"): | |
| st.header("Hairstyle Recommendations") | |
| face_shape = st.selectbox("Select Your Face Shape", ["Oval", "Round", "Square", "Heart"], key="face_shape_selectbox_1") | |
| if st.button("Get Hairstyle Suggestions", key="hairstyle_button"): | |
| # Placeholder for AI-based hairstyle recommendations | |
| st.write("**Recommended Hairstyles**") | |
| st.image("https://via.placeholder.com/600x400.png?text=Hairstyle+Recommendation+Placeholder", caption="Hairstyle Recommendation", use_container_width=True) | |
| if st.sidebar.checkbox("Show Glasses Frame Suggestions", key="glasses_checkbox"): | |
| st.header("Glasses Frame Suggestions") | |
| face_shape = st.selectbox("Select Your Face Shape", ["Oval", "Round", "Square", "Heart"], key="face_shape_selectbox_2") | |
| if st.button("Get Glasses Frame Suggestions", key="glasses_button"): | |
| # Placeholder for AI-based glasses frame recommendations | |
| st.write("**Recommended Glasses Frames**") | |
| st.image("https://via.placeholder.com/600x400.png?text=Glasses+Frame+Recommendation+Placeholder", caption="Glasses Frame Recommendation", use_container_width=True) | |
| if st.sidebar.checkbox("Show Skin Tone Analysis", key="skin_tone_checkbox"): | |
| st.header("Skin Tone Analysis") | |
| uploaded_photo = st.file_uploader("Upload a photo for skin tone analysis", type=["png", "jpg"], key="skin_tone_uploader") | |
| if uploaded_photo is not None: | |
| photo = Image.open(uploaded_photo) | |
| st.image(photo, caption="Uploaded Photo", use_container_width=True) | |
| if st.button("Analyze Skin Tone", key="skin_tone_button"): | |
| # Placeholder for AI-based skin tone analysis | |
| st.write("**Skin Tone Analysis Result**") | |
| st.write("Your skin tone is: **Warm**") | |
| st.write("**Recommended Colors**") | |
| st.image("https://via.placeholder.com/600x400.png?text=Color+Recommendation+Placeholder", caption="Color Recommendation", use_container_width=True) |