Add dataset download script
Browse files- scripts/download_dataset.py +32 -0
scripts/download_dataset.py
ADDED
@@ -0,0 +1,32 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import argparse
|
2 |
+
import requests
|
3 |
+
from pathlib import Path
|
4 |
+
|
5 |
+
classlist = ["Blends", "Ceramic", "Concrete", "Fabric", "Leather", "Marble", "Metal", "Misc", "Plaster", "Plastic", "Stone", "Terracotta", "Wood"]
|
6 |
+
|
7 |
+
def download_dataset(base_dir, class_names=None):
|
8 |
+
dset_url = "https://huggingface.co/datasets/gvecchio/MatSynth/resolve/main/maps/"
|
9 |
+
|
10 |
+
classes = class_names.split(",") if class_names else classlist
|
11 |
+
if classes:
|
12 |
+
for split in ["train", "test"]:
|
13 |
+
for class_name in classes:
|
14 |
+
r = requests.get(f"{dset_url}/{split}/{class_name}.zip")
|
15 |
+
with open(base_dir/split/(class_name + ".zip"), "wb") as f:
|
16 |
+
f.write(r.content)
|
17 |
+
if class_name in ["Ground", "Wood"]:
|
18 |
+
r = requests.get(dset_url + class_name + ".z01")
|
19 |
+
with open(base_dir/split/(class_name + ".z01"), "wb") as f:
|
20 |
+
f.write(r.content)
|
21 |
+
|
22 |
+
if __name__ == "__main__":
|
23 |
+
# Create argument parser
|
24 |
+
parser = argparse.ArgumentParser(description="Download dataset categories.")
|
25 |
+
parser.add_argument("--base_dir", required=True, help="Base directory to save the downloaded files.")
|
26 |
+
parser.add_argument("--class_names", help="Specify the class name to download a specific category.")
|
27 |
+
args = parser.parse_args()
|
28 |
+
|
29 |
+
# Call the download_dataset function with command-line arguments
|
30 |
+
download_dataset(Path(args.base_dir), args.class_names)
|
31 |
+
|
32 |
+
# python script.py --base_dir /path/to/save --class_name Leather
|