Update app.py

suppression de init_model

app.py

@@ -32,40 +32,40 @@ def get_photo_id(url):
     except:
         return None
 
-def get_other_info(url):
-    """Get author information from Flickr"""
-    try:
-        photo_id = get_photo_id(url)
-        if photo_id:
-            photo_info = flickr.photos.getInfo(photo_id=photo_id)
-            license = photo_info['photo']['license']
-            owner = photo_info['photo']['owner']
-            flickr_url = f"https://www.flickr.com/photos/{owner.get('nsid', '')}/{photo_id}"
-            return {
-                'username': owner.get('username', ''),
-                'realname': owner.get('realname', ''),
-                'nsid': owner.get('nsid', ''),
-                'flickr_url': flickr_url,
-                'license': license
-            }
-    except:
-        pass
-    return {
-        'username': 'Unknown',
-        'realname': 'Unknown',
-        'nsid': '',
-        'flickr_url': '',
-        'license': 'Unknown'
-    }
-
-
-def load_model():
-    """Load DINOv2 model once and cache it"""
-    torch.hub.set_dir('static')
-    model = torch.hub.load('facebookresearch/dinov2', 'dinov2_vits14')
-    model.eval()
-    model.to(torch.device('cuda' if torch.cuda.is_available() else 'cpu'))
-    return model
+### def get_other_info(url):
+###     """Get author information from Flickr"""
+###     try:
+###         photo_id = get_photo_id(url)
+###         if photo_id:
+###             photo_info = flickr.photos.getInfo(photo_id=photo_id)
+###             license = photo_info['photo']['license']
+###             owner = photo_info['photo']['owner']
+###             flickr_url = f"https://www.flickr.com/photos/{owner.get('nsid', '')}/{photo_id}"
+###             return {
+###                 'username': owner.get('username', ''),
+###                 'realname': owner.get('realname', ''),
+###                 'nsid': owner.get('nsid', ''),
+###                 'flickr_url': flickr_url,
+###                 'license': license
+###             }
+###     except:
+###         pass
+###     return {
+###         'username': 'Unknown',
+###         'realname': 'Unknown',
+###         'nsid': '',
+###         'flickr_url': '',
+###         'license': 'Unknown'
+###     }
+
+
+### def load_model():
+###     """Load DINOv2 model once and cache it"""
+###     torch.hub.set_dir('static')
+###     model = torch.hub.load('facebookresearch/dinov2', 'dinov2_vits14')
+###     model.eval()
+###     model.to(torch.device('cuda' if torch.cuda.is_available() else 'cpu'))
+###     return model
 
 def load_index(index_path):
     """Load FAISS index once and cache it"""
@@ -188,12 +188,12 @@ def select_preset(preset_id):
             
             # Build final results
             results = []
-            for i, result in enumerate(valid_results):
-                other_info = get_other_info(result['url'])
-                results.append({
-                    'image_url': result['url'],
-                    'rewards': rewards[i],
-                    'other': other_info
+###             for i, result in enumerate(valid_results):
+###                 other_info = get_other_info(result['url'])
+###                 results.append({
+###                     'image_url': result['url'],
+###                     'rewards': rewards[i],
+###                     'other': other_info
                 })
             
             return jsonify({'results': results})