update

create_shard.py

@@ -1,8 +0,0 @@
-'''
-把 imagenet-r.tar 改写成多个 tar shard
-'''
-
-import tarfile
-
-
-num_shard = 10

imagenet-r.py

@@ -17,10 +17,12 @@ _CITATION = """\
 """
 
 _DESCRIPTION = """\
-之后放
+ImageNet-R(endition) contains art, cartoons, deviantart, graffiti, embroidery, graphics, origami, paintings, patterns, plastic objects, plush objects, sculptures, sketches, tattoos, toys, and video game renditions of ImageNet classes.
+
+ImageNet-R has renditions of 200 ImageNet classes resulting in 30,000 images.
 """
 
-_HOMEPAGE = "之后搞"
+_HOMEPAGE = "https://github.com/hendrycks/imagenet-r/"
 
 _URLs = {
     "imagenet-r": "./imagenet-r.tar",
@@ -42,18 +44,14 @@ class ImageNet_R_Config(datasets.BuilderConfig):
 
 
 def list_subfolders_and_files(root_dir):
-    all_paths = []  # 用于存储所有路径的列表
+    # all images paths
+    all_paths = []
 
     for root, dirs, files in os.walk(root_dir):
-        # 添加当前遍历到的目录路径
-        # all_paths.append(root)
-
-        # 遍历当前目录下的所有文件，添加文件路径
         for file in files:
             file_path = os.path.join(root, file)
             all_paths.append(file_path)
-    
-    # raise RuntimeError( len(all_paths) )
+    # end for
     return all_paths
 
 
@@ -64,7 +62,7 @@ class ImageNet_R(datasets.GeneratorBasedBuilder):
     BUILDER_CONFIGS = [
         ImageNet_R_Config(
             name="test",
-            description="test set.",
+            description="test-set of ImageNet-R",
         ),
     ]
 
@@ -74,7 +72,7 @@ class ImageNet_R(datasets.GeneratorBasedBuilder):
                 description=_DESCRIPTION,
                 features=datasets.Features(
                     {
-                        "image": datasets.Value("string"),
+                        "image": datasets.Image(),
                         "wnid": datasets.Value("string"),
                         "class_name": datasets.Value("string"),
                     }
@@ -115,16 +113,19 @@ class ImageNet_R(datasets.GeneratorBasedBuilder):
 
         image_paths = list_subfolders_and_files(filepath)
 
-        # raise RuntimeError( len(image_paths), image_paths[0], image_paths[-1] )
         for _id, image_path in enumerate(image_paths):
             if self.config.name == "test":
-                img_style = image_path.split('/')[-1].split('_')[0]  # 这个描述的是图像风格
+                # img_style = image_path.split('/')[-1].split('_')[0]  # [art]_0.jpg
                 wnid = image_path.split('/')[-2]
                 class_name = wordnet[wnid]
 
                 yield _id, {
-                    "image": image_path,
+                    "image": {
+                        "path": image_path,
+                        "bytes": open(image_path, "rb").read(),
+                    },
                     # "label": imagenet_r_wnids.index(wnid),
                     "wnid": wnid,
                     "class_name": class_name,
                 }
+