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AgeGen

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houssamDev commited on May 21, 2025

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app.py +268 -0
recom.csv +71 -0

app.py ADDED Viewed

	@@ -0,0 +1,268 @@

+import streamlit as st
+import pandas as pd
+from PIL import Image
+import cv2
+import os
+import time
+import torch
+from joblib import load
+import matplotlib.pyplot as plt
+from transformers import AutoImageProcessor, AutoModelForImageClassification
+from streamlit.components.v1 import html
+# عنوان التطبيق
+st.title("نظام تحليل الصور وتقدير العمر والجنس")
+# تحميل بيانات CSV
+def load_data():
+    try:
+        data = pd.read_csv('recom.csv', encoding='utf-8')
+        return data
+    except FileNotFoundError:
+        st.warning("ملف البيانات  غير موجود")
+        return pd.DataFrame()
+data = load_data()
+# تحميل نماذج التنبؤ
+@st.cache_resource
+def load_models():
+    try:
+      # Load the processor and models first
+        processor = AutoImageProcessor.from_pretrained("dima806/fairface_age_image_detection")
+        age_model = AutoModelForImageClassification.from_pretrained("dima806/fairface_age_image_detection")
+        gender_model = AutoModelForImageClassification.from_pretrained("dima806/fairface_gender_image_detection")
+        return processor, age_model, gender_model
+    except Exception as e:
+        st.error(f"حدث خطأ في تحميل النماذج: {e}")
+        return None, None, None
+processor, age_model, gender_model = load_models()
+# وظيفة للتنبؤ بالعمر والجنس
+def predict_image(image):
+    try:
+        # Preprocess the image
+        inputs = processor(images=image, return_tensors="pt")
+        # Perform inference
+        with torch.no_grad():
+            age_logits = age_model(**inputs).logits
+            gender_logits = gender_model(**inputs).logits
+            # Get predictions
+            predicted_age_idx = age_logits.argmax(-1).item()
+            predicted_gender_idx = gender_logits.argmax(-1).item()
+            # Decode predictions
+            predicted_age = age_model.config.id2label[predicted_age_idx]
+            predicted_gender = gender_model.config.id2label[predicted_gender_idx]
+            return predicted_age, predicted_gender
+    except Exception as e:
+        st.error(f"حدث خطأ أثناء التنبؤ: {e}")
+        return None, None
+def cards(recommendations):
+    # Custom CSS for the cards
+    css = """
+    <style>
+    body {
+     margin: 0;
+    padding: 0;
+    }
+     [data-testid="stAppViewContainer"] ,section{
+        background-color: #3559A0;
+    }
+    .flex-container {
+        display: flex;
+        flex-wrap: nowrap;
+        gap: 15px;
+        justify-content: flex-start;
+        direction: rtl;
+        padding: 20px;
+background-color: #22305C;
+        overflow-x: auto;
+        scrollbar-color: #3559A0 #22305C;
+        scrollbar-width: thin;
+         box-shadow: 0 2px 8px rgba(0,0,0,0.07);
+  }
+  iframe,{
+          border: 1px solid #3559A0;
+        border-radius: 20px;
+        background-color: #22305C;
+        }
+    .card {
+        background: #f9f9f9;
+        border-radius: 10px;
+        box-shadow: 0 2px 8px rgba(0,0,0,0.07);
+        padding: 16px;
+        width: 220px;
+        text-align: right;
+        font-family: 'Segoe UI', Tahoma, Geneva, Verdana, sans-serif;
+        margin-bottom: 15px;
+         flex: 0 0 auto;
+    }
+    .card img {
+        width: 100%;
+        height: 160px;
+        object-fit: cover;
+        border-radius: 8px;
+        margin-bottom: 12px;
+        border: 1px solid #eee;
+    }
+    .card h4 {
+        margin: 8px 0;
+        color: #333;
+        font-size: 16px;
+    }
+    .card p {
+        margin: 4px 0;
+        color: #555;
+        font-size: 14px;
+    }
+    </style>
+    """
+    # Create a complete HTML document
+    cards_html = f"""
+    <!DOCTYPE html>
+    <html>
+    <head>
+        {css}
+    </head>
+    <body>
+        <div class="flex-container">
+    """
+    # Build the flex cards
+    for _, row in recommendations.iterrows():
+        # Handle missing image case
+        image_url = row.get('image', '') if pd.notna(row.get('image', '')) else "https://via.placeholder.com/220x160?text=No+Image"
+        cards_html += f"""
+        <div class="card">
+            <img src="{image_url}" alt="{row.get('name', '')}" onerror="this.src='https://via.placeholder.com/220x160?text=Image+Error'"/>
+            <h4>{row.get('name', '')}</h4>
+            <p>{row.get('type', '')} | {row.get('genre', '')}</p>
+            <p>العمر: {row.get('age_group', '')} | الجنس: {row.get('gender', '')}</p>
+        </div>
+        """
+    cards_html += """
+        </div>
+    </body>
+    </html>
+    """
+    # Use Streamlit's html component to render the HTML properly
+    html(cards_html, height=320, scrolling=False)
+# وظيفة لعرض التوصيات بناءً على العمر والجنس
+def show_recommendations(age, gender, data):
+    if data.empty:
+        st.warning("لا توجد بيانات توصيات متاحة")
+        return
+    # فلترة البيانات بناءً على العمر والجنس (يمكن تعديل هذا المنطق حسب احتياجاتك)
+    try:
+        # تحويل العمر إلى رقم للتصفية
+        # تصفية حسب الجنس
+        # يمكنك تعديل منطق التوصية هنا حسب عمود العمر في بياناتك
+        recommendations = data.loc[
+            (data['gender'] == gender) &
+            (data['age_group'] ==age)
+        ]
+        st.subheader("التوصيات المقترحة:")
+        if not recommendations.empty:
+            # عرض التوصيات باستخدام بطاقات
+            cards(recommendations)
+        else:
+            st.warning(recommendations)
+    except Exception as e:
+        st.error(f"حدث خطأ في عرض التوصيات: {e}")
+        st.dataframe(data.sample(5))
+# إنشاء قائمة جانبية للاختيارات
+option = st.sidebar.selectbox(
+    "اختر طريقة إدخال الصورة",
+    ("تحميل من الملف", "التقاط من الكاميرا")
+)
+# متغير للصورة
+uploaded_image = None
+captured_image = None
+image_to_predict = None
+if option == "تحميل من الملف":
+    uploaded_file = st.file_uploader("اختر صورة لتحميلها", type=['jpg', 'png', 'jpeg'])
+    if uploaded_file is not None:
+        # عرض شاشة التحميل
+        with st.spinner('جاري معالجة الصورة...'):
+            uploaded_image = Image.open(uploaded_file)
+            image_to_predict = uploaded_image
+            st.success("تم تحميل الصورة بنجاح!")
+            # عرض الصورة
+            st.image(uploaded_image, caption="الصورة المرفوعة", use_column_width=True)
+else:
+    # خيار التقاط صورة من الكاميرا
+    st.write("اضغط على الزر لتفعيل الكاميرا")
+    picture = st.camera_input("التقاط صورة")
+    if picture:
+        with st.spinner('جاري معالجة الصورة...'):
+            captured_image = Image.open(picture)
+            image_to_predict = captured_image
+            st.success("تم التقاط الصورة بنجاح!")
+# زر لمعالجة الصورة واستخراج البيانات
+if st.button("تحليل الصورة"):
+    if image_to_predict is not None and processor is not None and age_model is not None and gender_model is not None:
+        with st.spinner('جاري تحليل الصورة...'):
+            predicted_age, predicted_gender = predict_image(image_to_predict)
+            if predicted_age is not None and predicted_gender is not None:
+                # عرض النتائج
+                st.subheader("نتائج التحليل:")
+                col1, col2 = st.columns(2)
+                with col1:
+                    st.metric("العمر المتوقع", predicted_age)
+                with col2:
+                    st.metric("الجنس المتوقع",predicted_gender)
+                # عرض التوصيات
+                show_recommendations(predicted_age.lower().strip(), predicted_gender.lower().strip(), data)
+            else:
+                st.error("فشل في تحليل الصورة")
+    else:
+        if image_to_predict is None:
+            st.warning("الرجاء تحميل أو التقاط صورة أولاً")
+        else:
+            st.error("النماذج غير جاهزة للتحليل")
+# قسم لإضافة ملف CSV جديد إذا لزم الأمر
+st.sidebar.header("إدارة البيانات")
+new_csv = st.sidebar.file_uploader("رفع ملف بيانات جديد (CSV)", type=['csv'])
+if new_csv is not None:
+    try:
+        new_data = pd.read_csv(new_csv, encoding='utf-8')
+        new_data.to_csv('data.csv', index=False)
+        st.sidebar.success("تم تحديث بيانات CSV بنجاح!")
+        data = load_data()  # إعادة تحميل البيانات
+    except Exception as e:
+        st.sidebar.error(f"حدث خطأ: {e}")

recom.csv ADDED Viewed

	@@ -0,0 +1,71 @@

+name,type,genre,age_group,gender,image
+Baby Einstein,movie,Educational,0-2,male,"https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcRy9iI6qxPgPWRiRad_Fcy2R-t4kbWV9pbvWQ&s"
+Baby Mozart,movie,Educational,0-2,female,"https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcRaUMo6Kku0ubYVnwzFsVSL9wE_2aevTCFm_g&s"
+Baby Sensory,series,Educational,0-2,male,"https://i.ytimg.com/vi/VGr2LzNukfw/maxresdefault.jpg"
+Teletubbies,series,Entertainment,0-2,female,"https://m.media-amazon.com/images/M/MV5BZTEyOWRjYTUtMTE2ZC00NDhiLTkyMmQtNmMzNzdjZWQ4N2EzXkEyXkFqcGc@._V1_.jpg"
+Sesame Street,series,Educational,0-2,male,"https://m.media-amazon.com/images/M/MV5BODM4NDI3OTcxN15BMl5BanBnXkFtZTgwNjc3MjIwMTI@._V1_FMjpg_UX1000_.jpg"
+Finding Nemo,movie,Animation,3-9,male,"https://sesameworkshop.org/wp-content/uploads/2024/12/SST_S55_APL_2048x1536.png"
+Frozen,movie,Animation,10-19,female,"https://m.media-amazon.com/images/M/MV5BMTQ1MjQwMTE5OF5BMl5BanBnXkFtZTgwNjk3MTcyMDE@._V1_.jpg"
+Toy Story,movie,Animation,3-9,male,"https://m.media-amazon.com/images/M/MV5BMDU2ZWJlMjktMTRhMy00ZTA5LWEzNDgtYmNmZTEwZTViZWJkXkEyXkFqcGdeQXVyNDQ2OTk4MzI@._V1_.jpg"
+The Lion King,movie,Animation,3-9,female,"https://m.media-amazon.com/images/M/MV5BYTYxNGMyZTYtMjE3MS00MzNjLWFjNmYtMDk3N2FmM2JiM2M1XkEyXkFqcGdeQXVyNjY5NDU4NzI@._V1_.jpg"
+Paw Patrol,series,Adventure,3-9,male,"https://upload.wikimedia.org/wikipedia/en/5/5f/PAW_Patrol_Logo.png"
+Peppa Pig,series,Family,3-9,female,"https://upload.wikimedia.org/wikipedia/en/thumb/8/86/Peppa_Pig_logo.svg/1200px-Peppa_Pig_logo.svg.png"
+SpongeBob SquarePants,series,Comedy,3-9,male,"https://m.media-amazon.com/images/M/MV5BNTk2NzEyNTQtZTQ5MS00MjAyLTgzMDMtNDNkYTBkM2M2OTU3XkEyXkFqcGdeQXVyODUwNjEzMzg@._V1_.jpg"
+How to Train Your Dragon,movie,Animation,10-19,male,"https://m.media-amazon.com/images/M/MV5BMjA5NDQyMjc2NF5BMl5BanBnXkFtZTcwMjg5ODcyMw@@._V1_.jpg"
+Harry Potter,movie,Fantasy,10-19,female,"https://m.media-amazon.com/images/M/MV5BNjQ3NWNlNmQtMTE5ZS00MDdmLTlkZjUtZTBlM2UxMGFiMTU3XkEyXkFqcGdeQXVyNjUwNzk3NDc@._V1_.jpg"
+Spider-Man,movie,Action,10-19,male,"https://m.media-amazon.com/images/M/MV5BZDEyN2NhMjgtMjdhNi00MmNlLWE5YTgtZGE4MzNjMTRlMGEwXkEyXkFqcGdeQXVyNDUyOTg3Njg@._V1_.jpg"
+The Hunger Games,movie,Adventure,10-19,female,"https://m.media-amazon.com/images/M/MV5BMjA4NDg3NzYxMF5BMl5BanBnXkFtZTcwNTgyNzkyNw@@._V1_.jpg"
+Stranger Things,series,Sci-Fi,10-19,male,"https://m.media-amazon.com/images/M/MV5BN2ZmYjg1YmItNWQ4OC00YWM0LWE0ZDktYThjOTZiZjhhN2Q2XkEyXkFqcGdeQXVyNjgxNTQ3Mjk@._V1_.jpg"
+Riverdale,series,Drama,20-29,female,"https://m.media-amazon.com/images/M/MV5BNDYxNjQyMjAtNTdiOS00NGYwLWFmNTAtNThmYjU5ZGI2YTI1XkEyXkFqcGdeQXVyMTMxODk2OTU@._V1_.jpg"
+Outer Banks,series,Adventure,20-29,male,"https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcQprHkEFtz_XC5ILrz7jbglZEcRYdBS_Z1RAQ&s"
+Inception,movie,Sci-Fi,20-29,male,"https://m.media-amazon.com/images/M/MV5BMjAxMzY3NjcxNF5BMl5BanBnXkFtZTcwNTI5OTM0Mw@@._V1_.jpg"
+Titanic,movie,Romance,20-29,female,"https://m.media-amazon.com/images/M/MV5BMDdmZGU3NDQtY2E5My00ZTliLWIzOTUtMTY4ZGI1YjdiNjk3XkEyXkFqcGdeQXVyNTA4NzY1MzY@._V1_.jpg"
+The Social Network,movie,Drama,20-29,male,"https://m.media-amazon.com/images/M/MV5BOGUyZDUxZjEtMmIzMC00MzlmLTg4MGItZWJmMzBhZjE0Mjc1XkEyXkFqcGdeQXVyMTMxODk2OTU@._V1_.jpg"
+Friends,series,Comedy,20-29,female,"https://m.media-amazon.com/images/M/MV5BNDVkYjU0MzctMWRmZi00NTkxLTgwZWEtOWVhYjZlYjllYmU4XkEyXkFqcGdeQXVyNTA4NzY1MzY@._V1_.jpg"
+Game of Thrones,series,Fantasy,20-29,male,"https://m.media-amazon.com/images/M/MV5BYTRiNDQwYzAtMzVlZS00NTI5LWJjYjUtMzkwNTUzMWMxZTllXkEyXkFqcGdeQXVyNDIzMzcwNjc@._V1_.jpg"
+Breaking Bad,series,Drama,20-29,male,"https://m.media-amazon.com/images/M/MV5BYTU3NWI5OGMtZmZhNy00MjVmLTk1YzAtZjA3ZDA3NzcyNDUxXkEyXkFqcGdeQXVyODY5Njk4Njc@._V1_.jpg"
+The Office,series,Comedy,20-29,female,"https://m.media-amazon.com/images/M/MV5BMDNkOTE4NDQtMTNmYi00MWE0LWE4ZTktYTc0NzhhNWIzNzJiXkEyXkFqcGdeQXVyMzQ2MDI5NjU@._V1_.jpg"
+The Dark Knight,movie,Action,30-39,male,"https://m.media-amazon.com/images/M/MV5BMTMxNTMwODM0NF5BMl5BanBnXkFtZTcwODAyMTk2Mw@@._V1_.jpg"
+The Godfather,movie,Crime,30-39,male,"https://m.media-amazon.com/images/M/MV5BM2MyNjYxNmUtYTAwNi00MTYxLWJmNWYtYzZlODY3ZTk3OTFlXkEyXkFqcGdeQXVyNzkwMjQ5NzM@._V1_.jpg"
+Fight Club,movie,Drama,30-39,male,"https://m.media-amazon.com/images/M/MV5BMmEzNTkxYjQtZTc0MC00YTVjLTg5ZTEtZWMwOWVlYzY0NWIwXkEyXkFqcGdeQXVyNzkwMjQ5NzM@._V1_.jpg"
+Interstellar,movie,Sci-Fi,30-39,male,"https://m.media-amazon.com/images/M/MV5BZjdkOTU3MDktN2IxOS00OGEyLWFmMjktY2FiMmZkNWIyODZiXkEyXkFqcGdeQXVyMTMxODk2OTU@._V1_.jpg"
+Mad Men,series,Drama,30-39,female,"https://m.media-amazon.com/images/M/MV5BNTgxNDZlODgtMTM5Yy00N2Q5LWJlYTctYzQxOGU2OGYzOWVlXkEyXkFqcGdeQXVyNTE1NjY5Mg@@._V1_.jpg"
+The Walking Dead,series,Horror,30-39,male,"https://m.media-amazon.com/images/M/MV5BZmU5NTcwNjktODIwMi00ZmZkLTk4ZWUtYzVjZWQ5ZTZjN2RlXkEyXkFqcGdeQXVyMTkxNjUyNQ@@._V1_.jpg"
+Succession,series,Drama,30-39,female,"https://cdn.hmv.com/r/w-640/hmv/files/b5/b59597dd-fac3-449c-b22d-a7c477304725.jpg"
+Shawshank Redemption,movie,Drama,40-49,male,"https://www.musiconvinyl.com/cdn/shop/files/MOVATM091_Sleeve.webp?v=1713507987&width=1445"
+Gladiator,movie,Action,40-49,male,"https://www.lafilmotheque.fr/v3/content/uploads/2023/11/51GA6V6VE1L._AC_UF10001000_QL80_-1-480x640.jpg"
+The Matrix,movie,Sci-Fi,40-49,male,"https://m.media-amazon.com/images/M/MV5BNzQzOTk3OTAtNDQ0Zi00ZTVkLWI0MTEtMDllZjNkYzNjNTc4L2ltYWdlXkEyXkFqcGdeQXVyNjU0OTQ0OTY@._V1_.jpg"
+The Crown,series,Drama,40-49,female,"https://static.wikia.nocookie.net/the-crown/images/8/83/2poster.jpg/revision/latest?cb=20171116200604"
+Homeland,series,Thriller,40-49,female,"https://media.senscritique.com/media/000000115367/0/homeland.jpg"
+Yellowstone,series,Western,40-49,male,"https://m.media-amazon.com/images/M/MV5BYzE2ODQ0NmQtYmMxMS00MGRlLTgwOGEtYjRkN2FkYmZlN2JlXkEyXkFqcGc@._V1_FMjpg_UX1000_.jpg"
+Schindler's List,movie,History,50-59,male,"https://m.media-amazon.com/images/M/MV5BNDE4OTMxMTctNmRhYy00NWE2LTg3YzItYTk3M2UwOTU5Njg4XkEyXkFqcGdeQXVyNjU0OTQ0OTY@._V1_.jpg"
+The Silence of the Lambs,movie,Thriller,50-59,female,"https://m.media-amazon.com/images/M/MV5BNjNhZTk0ZmEtNjJhMi00YzFlLWE1MmEtYzM1M2ZmMGMwMTU4XkEyXkFqcGdeQXVyNjU0OTQ0OTY@._V1_.jpg"
+Forrest Gump,movie,Drama,50-59,male,"https://m.media-amazon.com/images/M/MV5BNWIwODRlZTUtY2U3ZS00Yzg1LWJhNzYtMmZiYmEyNmU1NjMzXkEyXkFqcGdeQXVyMTQxNzMzNDI@._V1_.jpg"
+Downton Abbey,series,Period Drama,50-59,female,"https://m.media-amazon.com/images/M/MV5BY2U1NmIwYzgtNjFkOS00YWUxLTg0YTMtZmE5NTA3YjRmY2NlXkEyXkFqcGdeQXVyNTA4NzY1MzY@._V1_.jpg"
+NCIS,series,Crime,50-59,male,"https://fr.web.img6.acsta.net/pictures/18/11/23/11/47/4371412.jpg"
+Blue Bloods,series,Drama,50-59,female,"https://static.thcdn.com/images/large/original//productimg/1600/1600/11153708-1094833971620113.jpg"
+The Best Exotic Marigold Hotel,movie,Comedy,60-69,female,"https://upload.wikimedia.org/wikipedia/en/9/9e/Second_Best_poster.jpg"
+As Good as It Gets,movie,Romance,60-69,female,"https://m.media-amazon.com/images/M/MV5BNWMxZTgzMWEtMTU0Zi00NDc5LWFkZjctMzUxNDIyNzZiMmNjXkEyXkFqcGdeQXVyMTQxNzMzNDI@._V1_.jpg"
+The Bucket List,movie,Adventure,60-69,male,"https://m.media-amazon.com/images/M/MV5BMTY2NTUyMjIyNF5BMl5BanBnXkFtZTYwNzYwMDM4._V1_FMjpg_UX1000_.jpg"
+Call the Midwife,series,Drama,60-69,female,"https://m.media-amazon.com/images/I/816rZaYZmwL._AC_UF1000,1000_QL80_.jpg"
+Grace and Frankie,series,Comedy,60-69,female,"https://resizing.flixster.com/Nk1PaLOmC2A3WE_H5vGOlrPr5l4=/fit-in/705x460/v2/https://resizing.flixster.com/-XZAfHZM39UwaGJIFWKAE8fS0ak=/v3/t/assets/p13812608_b_v9_aa.jpg"
+Last Tango in Halifax,series,Drama,60-69,male,"https://m.media-amazon.com/images/I/915kBlyXi9L.jpg"
+Cocoon,movie,Sci-Fi,70+,male,"https://m.media-amazon.com/images/M/MV5BY2VkNzdkMTktODZlYi00NzMzLWEzZDQtZTJmYmFkOGQyMWU4XkEyXkFqcGc@._V1_FMjpg_UX1000_.jpg"
+Driving Miss Daisy,movie,Drama,70+,female,"https://m.media-amazon.com/images/S/pv-target-images/a628caf512a3d2cbe1de5fd87c74686fb6e5b773b91bf660310715de051f1626.jpg"
+The Curious Case of Benjamin Button,movie,Fantasy,70+,male,"https://m.media-amazon.com/images/M/MV5BNjQ0NTY2ODY2M15BMl5BanBnXkFtZTgwMjE4MzkxMDE@._V1_.jpg"
+Schitt's Creek,series,Comedy,70+,female,"https://mediaproxy.tvtropes.org/width/1200/https://static.tvtropes.org/pmwiki/pub/images/schittscreek.png"
+Golden Girls,series,Comedy,70+,female,"https://prod-ripcut-delivery.disney-plus.net/v1/variant/disney/F80FC1BEEB1807F513153B1242DDF2561BCA58759E87AFCFAF602B0423912D46/scale?width=1200&aspectRatio=1.78&format=webp"
+All Creatures Great and Small,series,Drama,70+,male,"https://m.media-amazon.com/images/I/91X0P99exdL._AC_UF1000,1000_QL80_.jpg"
+Avengers: Endgame,movie,Action,20-29,male,"https://m.media-amazon.com/images/M/MV5BMTc5MDE2ODcwNV5BMl5BanBnXkFtZTgwMzI2NzQ2NzM@._V1_.jpg"
+Inside Out,movie,Animation,10-19,female,"https://m.media-amazon.com/images/M/MV5BOTgxMDQwMDk0OF5BMl5BanBnXkFtZTgwNjU5OTg2NDE@._V1_.jpg"
+The Shawshank Redemption,movie,Drama,40-49,male,"https://m.media-amazon.com/images/M/MV5BMDFkYTc0MGEtZmNhMC00ZDIzLWFmNTEtODM1ZmRlYWMwMWFmXkEyXkFqcGdeQXVyMTMxODk2OTU@._V1_.jpg"
+Star Wars,movie,Sci-Fi,20-29,male,"https://i0.wp.com/vilaingeek.com/wp-content/uploads/2023/11/star-wars-movies-in-order-how-to-watch-them-chronologically_mfvf.1280.webp?fit=1280%2C720&ssl=1"
+Coco,movie,Animation,10-19,female,"https://lumiere-a.akamaihd.net/v1/images/p_coco_19736_fd5fa537.jpeg?region=0,0,540,810"
+The Princess Bride,movie,Adventure,10-19,female,"https://m.media-amazon.com/images/M/MV5BMGM4M2Q5N2MtNThkZS00NTc1LTk1NTItNWEyZjJjNDRmNDk5XkEyXkFqcGdeQXVyMjA0MDQ0Mjc@._V1_.jpg"
+The Sound of Music,movie,Musical,40-49,female,"https://m.media-amazon.com/images/M/MV5BODIxNjhkYjEtYzUyMi00YTNjLWE1YjktNjAyY2I2MWNkNmNmL2ltYWdlL2ltYWdlXkEyXkFqcGdeQXVyMTQxNzMzNDI@._V1_.jpg"
+Planet Earth,series,Documentary,30-39,male,"https://m.media-amazon.com/images/M/MV5BNWY1ZTZiNWEtZDViYS00ZDVhLWI4NDEtZDgwNWZhZWRhMTgzXkEyXkFqcGc@._V1_.jpg"
+Our Planet,series,Documentary,30-39,female,"https://images-na.ssl-images-amazon.com/images/S/compressed.photo.goodreads.com/books/1556038387i/42778090.jpg"
+The Simpsons,series,Comedy,20-29,male,"https://m.media-amazon.com/images/M/MV5BYjFkMTlkYWUtZWFhNy00M2FmLThiOTYtYTRiYjVlZWYxNmJkXkEyXkFqcGdeQXVyNTAyODkwOQ@@._V1_.jpg"
+Doctor Who,series,Sci-Fi,20-29,male,"https://prod-ripcut-delivery.disney-plus.net/v1/variant/disney/8C591BB827AB7611D30A03925DAF84715D7F16EDF4500C17DCEF6FB593718BA7/scale?width=506&aspectRatio=2.00&format=webp"
+Cosmos,series,Educational,30-39,male,"https://m.media-amazon.com/images/M/MV5BZTk5OTQyZjYtMDk3Yy00YjhmLWE2MTYtZmY4NTg1YWUzZTQ0XkEyXkFqcGdeQXVyNTA4NzY1MzY@._V1_.jpg"
+The Great British Bake Off,series,Reality,40-49,female,"https://ichef.bbci.co.uk/images/ic/640x360/p01l91ph.jpg"