New dataset version

rock-glacier-dataset.py

@@ -19,8 +19,10 @@ import re
 import datasets
 from datasets.tasks import ImageClassification
 
-datasets.logging.set_verbosity_info()
+datasets.logging.set_verbosity_debug()
 logger = datasets.logging.get_logger(__name__)
+#datasets.logging.set_verbosity_info()
+#datasets.logging.set_verbosity_debug()
 
 
 _HOMEPAGE = "https://github.com/alcazar90/rock-glacier-detection"
@@ -41,12 +43,20 @@ TODO: Add a description...
 """
 
 
+#_URLS = {
+#	"train": "https://huggingface.co/datasets/alkzar90/rock-glacier-dataset/resolve/main/data/train.zip",
+#	"validation": "https://huggingface.co/datasets/alkzar90/rock-glacier-dataset/resolve/main/data/validation.zip",
+#	"train_mask": "https://huggingface.co/datasets/alkzar90/rock-glacier-dataset/resolve/main/data/glaciar_masks_trainset.zip",
+#}
+
+
 _URLS = {
-	"train": "https://huggingface.co/datasets/alkzar90/rock-glacier-dataset/resolve/main/data/train.zip",
-	"validation": "https://huggingface.co/datasets/alkzar90/rock-glacier-dataset/resolve/main/data/validation.zip",
-	"train_mask": "https://huggingface.co/datasets/alkzar90/rock-glacier-dataset/resolve/main/data/glaciar_masks_trainset.zip",
+	"train": "https://huggingface.co/datasets/alkzar90/rock-glacier-dataset/resolve/main/data/data_v01/train.zip",
+	"validation": "https://huggingface.co/datasets/alkzar90/rock-glacier-dataset/resolve/main/data/data_v01/val.zip",
+        "test": "https://huggingface.co/datasets/alkzar90/rock-glacier-dataset/resolve/main/data/data_v01/test.zip",
 }
 
+
 _NAMES = ["glaciar", "cordillera"]
 
 
@@ -112,6 +122,13 @@ class RockGlacierDataset(datasets.GeneratorBasedBuilder):
 		          "split": "validation",
 	          },
  	         ),
+	          datasets.SplitGenerator(
+	          name=datasets.Split.TEST,
+	          gen_kwargs={
+		          "files": dl_manager.iter_files([data_files["test"]]),
+		          "split": "test",
+	          },
+ 	         ),
            ]
            
        if self.config.name == "image-segmentation":
@@ -131,7 +148,8 @@ class RockGlacierDataset(datasets.GeneratorBasedBuilder):
       if self.config.name == "image-classification":
          for i, path in enumerate(files):
             file_name = os.path.basename(path)
-            if file_name.endswith(".png"):
+            dir_name = os.path.basename(os.path.dirname(path))
+            if dir_name != "masks" and file_name.endswith(".png"):
                yield i, {
                   "image": path,
                   "labels": os.path.basename(os.path.dirname(path)).lower(),
@@ -153,4 +171,4 @@ class RockGlacierDataset(datasets.GeneratorBasedBuilder):
                      "image": path,
                      "labels": imageId2mask[re.search('\d+', file_name).group(0)]
                   }
-                  
+