Update app.py

app.py

@@ -13,16 +13,14 @@ from geopandas import GeoDataFrame
 model = torch.hub.load('facebookresearch/dinov2', 'dinov2_vits14').to("cuda")
 model.eval()
 
-metadata = pd.read_csv("data/streetview_v3/metadatav3.csv")
+metadata = pd.read_csv("metadatav3.csv")
 metadata.path = metadata.path.apply(lambda x: x.split("/")[-1])
 
-PATH = "data/streetview_v3/images/"
-PATH_TEST = "data/test-competition/images/images/"
 
-embeddings = np.load("data/embeddings.npy")
-test_embeddings = np.load("data/test_embeddings.npy")
-files = open("data/files.txt").read().split("\n")
-test_files = open("data/test_files.txt").read().split("\n")
+embeddings = np.load("embeddings.npy")
+test_embeddings = np.load("test_embeddings.npy")
+files = open("files.txt").read().split("\n")
+test_files = open("test_files.txt").read().split("\n")
 print(embeddings.shape, test_embeddings.shape, len(files), len(test_files))
 
 knn = NearestNeighbors(n_neighbors=50, algorithm='kd_tree', n_jobs=8)