downloading imgs

TID2008.py

@@ -68,17 +68,28 @@ class TID2008(datasets.GeneratorBasedBuilder):
         # print(kk)
 
         root_path = "/".join(data_path.split("/")[:-1])
-        reference_path = dl_manager.download("reference_images")
-        distorted_path = dl_manager.download("distorted_images")
+        # reference_path = dl_manager.download("reference_images")
+        # distorted_path = dl_manager.download("distorted_images")
         
-        data["Reference"] = data["Reference"].apply(lambda x: os.path.join(reference_path, x))
-        data["Distorted"] = data["Distorted"].apply(lambda x: os.path.join(distorted_path, x))
+        reference_paths = data["Reference"].apply(lambda x: os.path.join("reference_images", x))
+        distorted_paths = data["Distorted"].apply(lambda x: os.path.join("distorted_images", x))
+
+        reference_paths = dl_manager.download(reference_paths)
+        distorted_paths = dl_manager.download(distorted_paths)
+        
+        # dl_manager.download(data["Reference"])
+
+        # data["Reference"] = data["Reference"].apply(lambda x: os.path.join(reference_path, x))
+        # data["Distorted"] = data["Distorted"].apply(lambda x: os.path.join(distorted_path, x))
+
         return [
             datasets.SplitGenerator(
                 name=datasets.Split.TRAIN,
                 gen_kwargs={
-                    "reference": data["Reference"],
-                    "distorted": data["Distorted"],
+                    # "reference": data["Reference"],
+                    # "distorted": data["Distorted"],
+                    "reference": reference_paths,
+                    "distorted": distorted_paths,
                     "mos": data["MOS"],
                     "split": "train",
                 },