sync ms

README.md

@@ -20,7 +20,7 @@ from datasets import load_dataset
 
 ds = load_dataset(
     "Genius-Society/insecta",
-    split="test",
+    split="train",
     cache_dir="./__pycache__",
     trust_remote_code=True,
 )

insecta.py

@@ -19,9 +19,10 @@ class insecta(datasets.GeneratorBasedBuilder):
                 {
                     "image": datasets.Image(),
                     "label": datasets.Value("string"),
+                    "latin": datasets.Value("string"),
                 }
             ),
-            supervised_keys=("image", "label"),
+            supervised_keys=("image", "latin"),
             homepage=_URL,
             license="mit",
             version="0.0.1",
@@ -65,40 +66,29 @@ class insecta(datasets.GeneratorBasedBuilder):
         files = self._get_files("已鉴定")
         for file in tqdm(files, desc="Parsing classes"):
             imgs = self._get_files(file["Path"])
+            label, latin = str(file["Name"]).split(" ", 1)
             for img in imgs:
                 dataset.append(
                     {
-                        "image": self._dld_img(f"{_URL}/resolve/master/" + img["Path"]),
-                        "label": file["Name"],
+                        "image": f"{_URL}/resolve/master/" + img["Path"],
+                        "label": label.strip(),
+                        "latin": latin.strip(),
                     }
                 )
 
         random.shuffle(dataset)
-        data_count = len(dataset)
-        p80 = int(data_count * 0.8)
-        p90 = int(data_count * 0.9)
 
         return [
             datasets.SplitGenerator(
                 name=datasets.Split.TRAIN,
-                gen_kwargs={
-                    "files": dataset[:p80],
-                },
-            ),
-            datasets.SplitGenerator(
-                name=datasets.Split.VALIDATION,
-                gen_kwargs={
-                    "files": dataset[p80:p90],
-                },
-            ),
-            datasets.SplitGenerator(
-                name=datasets.Split.TEST,
-                gen_kwargs={
-                    "files": dataset[p90:],
-                },
-            ),
+                gen_kwargs={"files": dataset},
+            )
         ]
 
     def _generate_examples(self, files):
         for i, path in enumerate(files):
-            yield i, path
+            yield i, {
+                "image": self._dld_img(path["image"]),
+                "label": path["label"],
+                "latin": path["latin"],
+            }