add image download file

image_download.py

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+import flickrapi
+import requests
+import os
+
+# Your Flickr API credentials
+FLICKR_PUBLIC = '0ff89a88a2a61c24f452774ad32ee62c'
+FLICKR_SECRET = '35c5034466630c82'
+
+# Create Flickr API object
+flickr = flickrapi.FlickrAPI(FLICKR_PUBLIC, FLICKR_SECRET, format='parsed-json')
+
+# Search for images with relevant tags
+results = flickr.photos.search(
+    text='brooklyn advertisement',
+    per_page=50,
+    media='photos',
+    sort='relevance',
+    extras='url_o,url_l,url_c,tags',
+    content_type=1,
+    safe_search=1
+)
+
+photos = results['photos']['photo']
+
+# Create folder to save images
+# os.makedirs('flickr_brooklyn_ads', exist_ok=True)
+
+# Download images
+for i, photo in enumerate(photos):
+    url = photo.get('url_o') or photo.get('url_l') or photo.get('url_c')
+    if url:
+        img_data = requests.get(url).content
+        with open(f'nyc_ads_dataset/img_{i}.jpg', 'wb') as handler:
+            handler.write(img_data)
+        print(f"Downloaded: img_{i}.jpg")