added model

.gitignore

@@ -0,0 +1 @@
+model1.pt

similarity_search.py

@@ -89,11 +89,13 @@ def get_feature_vector_img(model, imgs, epoch=10, use_cuda=False):
     return np.concatenate(features, axis=0)
 
 def Model():
-    backbone = open_clip.create_model_and_transforms('ViT-H-14', None)[0].visual
-    backbone.load_state_dict(th.load('./model1.pt'))  #https://huggingface.co/hca97/aicrowd-visual-recognition-models/blob/main/model1.pt
+    # backbone = open_clip.create_model_and_transforms('ViT-H-14', None)[0].visual
+    # backbone.load_state_dict(th.load('./model1.pt'))  #https://huggingface.co/hca97/aicrowd-visual-recognition-models/blob/main/model1.pt
+    backbone, preprocess_train, preprocess_val = open_clip.create_model_and_transforms('hf-hub:Thenujan/ViT-H-14')
     backbone.eval()   # Dropping unecessary layers
     return backbone
 
+
 def find(image):
     # img_path = '/kaggle/input/vprtestdata/public_dataset/queries/abiding-inchworm-of-ultimate-freedom.jpeg'