import streamlit as st # Function to calculate Basal Metabolic Rate (BMR) using the Mifflin-St Jeor Equation def calculate_bmr(gender, age, weight, height): if gender == 'Male': # Mifflin-St Jeor Equation for Men: BMR = 10 * weight + 6.25 * height - 5 * age + 5 bmr = 10 * weight + 6.25 * height - 5 * age + 5 else: # Mifflin-St Jeor Equation for Women: BMR = 10 * weight + 6.25 * height - 5 * age - 161 bmr = 10 * weight + 6.25 * height - 5 * age - 161 return bmr # Function to calculate daily caloric needs based on activity level def calculate_calories(bmr, activity_level): activity_factor = { 'Sedentary (little or no exercise)': 1.2, 'Lightly Active (light exercise or sports 1-3 days a week)': 1.375, 'Moderately Active (moderate exercise or sports 3-5 days a week)': 1.55, 'Very Active (hard exercise or sports 6-7 days a week)': 1.725, 'Super Active (very hard exercise or physical job)': 1.9 } calories = bmr * activity_factor[activity_level] return calories # Function to suggest a basic diet plan based on caloric needs def generate_diet_plan(calories): if calories < 1800: return "Suggested Diet Plan: \n- Breakfast: Oatmeal with fruits \n- Snack: Yogurt with nuts \n- Lunch: Grilled chicken with vegetables \n- Snack: Fruits \n- Dinner: Salmon with steamed broccoli" elif calories < 2500: return "Suggested Diet Plan: \n- Breakfast: Scrambled eggs with toast and avocado \n- Snack: Protein shake \n- Lunch: Turkey and quinoa salad \n- Snack: Hummus with carrot sticks \n- Dinner: Grilled steak with sweet potatoes" else: return "Suggested Diet Plan: \n- Breakfast: Protein pancakes with berries \n- Snack: Mixed nuts and protein bar \n- Lunch: Grilled chicken with rice and veggies \n- Snack: Cottage cheese with fruit \n- Dinner: Beef stir-fry with vegetables and noodles" # Streamlit UI setup st.title("Diet Plan Generator") st.markdown(""" This application generates a personalized diet plan based on your gender, age, weight, height, and activity level. Please enter your details to get started! """) # Sidebar for input values st.sidebar.header("Input Your Details") gender = st.sidebar.selectbox("Gender", ["Male", "Female"]) age = st.sidebar.number_input("Age", min_value=18, max_value=100, value=25) weight = st.sidebar.number_input("Weight (in kg)", min_value=30, max_value=200, value=70) height = st.sidebar.number_input("Height (in cm)", min_value=100, max_value=250, value=170) activity_level = st.sidebar.selectbox( "Activity Level", ['Sedentary (little or no exercise)', 'Lightly Active (light exercise or sports 1-3 days a week)', 'Moderately Active (moderate exercise or sports 3-5 days a week)', 'Very Active (hard exercise or sports 6-7 days a week)', 'Super Active (very hard exercise or physical job)'] ) # Calculate BMR and Daily Caloric Needs bmr = calculate_bmr(gender, age, weight, height) daily_calories = calculate_calories(bmr, activity_level) # Generate Diet Plan diet_plan = generate_diet_plan(daily_calories) # Create interactive columns for a clean layout col1, col2 = st.columns(2) with col1: st.subheader("Your Profile") st.write(f"**Gender**: {gender}") st.write(f"**Age**: {age} years") st.write(f"**Weight**: {weight} kg") st.write(f"**Height**: {height} cm") st.write(f"**Activity Level**: {activity_level}") with col2: st.subheader("Your Estimated Daily Caloric Needs") st.write(f"**BMR (Basal Metabolic Rate)**: {bmr:.2f} kcal/day") st.write(f"**Total Daily Calories**: {daily_calories:.2f} kcal/day") # Display the suggested diet plan st.subheader("Suggested Diet Plan:") st.write(diet_plan)