Datasets:
Tasks:
Image Segmentation
Sub-tasks:
semantic-segmentation
Languages:
English
Size:
1K<n<10K
License:
Srushti Hirve
commited on
Commit
·
aba1895
1
Parent(s):
042e479
Rename and add demo.py for dataset loading
Browse files
demo.py
ADDED
@@ -0,0 +1,36 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import os
|
2 |
+
import datasets
|
3 |
+
|
4 |
+
class VisionReasonerDataset(datasets.GeneratorBasedBuilder):
|
5 |
+
def _info(self):
|
6 |
+
return datasets.DatasetInfo(
|
7 |
+
features=datasets.Features({
|
8 |
+
"id": datasets.Value("string"),
|
9 |
+
"problem": datasets.Value("string"),
|
10 |
+
"solution": datasets.Value("string"),
|
11 |
+
"image": datasets.Image(), # Enables image previews
|
12 |
+
"img_height": datasets.Value("int32"),
|
13 |
+
}),
|
14 |
+
)
|
15 |
+
|
16 |
+
def _split_generators(self, dl_manager):
|
17 |
+
parquet_path = os.path.join(dl_manager.manual_dir, "visionreasoner_dataset.parquet")
|
18 |
+
return [
|
19 |
+
datasets.SplitGenerator(
|
20 |
+
name=datasets.Split.TRAIN,
|
21 |
+
gen_kwargs={"filepath": parquet_path}
|
22 |
+
),
|
23 |
+
]
|
24 |
+
|
25 |
+
def _generate_examples(self, filepath):
|
26 |
+
import pandas as pd
|
27 |
+
df = pd.read_parquet(filepath)
|
28 |
+
for idx, row in df.iterrows():
|
29 |
+
yield idx, {
|
30 |
+
"id": row["id"],
|
31 |
+
"problem": row["problem"],
|
32 |
+
"solution": row["solution"],
|
33 |
+
"image": row["image"]["path"],
|
34 |
+
"img_height": row["img_height"],
|
35 |
+
}
|
36 |
+
|