mirror of
https://github.com/clearml/clearml
synced 2025-01-31 17:17:00 +00:00
22 lines
556 B
Python
22 lines
556 B
Python
|
# Download CIFAR dataset and create a dataset with ClearML's Dataset class
|
||
|
from clearml import StorageManager, Dataset
|
||
|
|
||
|
manager = StorageManager()
|
||
|
|
||
|
dataset_path = manager.get_local_copy(
|
||
|
remote_url="https://www.cs.toronto.edu/~kriz/cifar-10-python.tar.gz"
|
||
|
)
|
||
|
|
||
|
dataset = Dataset.create(
|
||
|
dataset_name="cifar_dataset", dataset_project="dataset_examples"
|
||
|
)
|
||
|
|
||
|
# Prepare and clean data here before it is added to the dataset
|
||
|
|
||
|
dataset.add_files(path=dataset_path)
|
||
|
|
||
|
# Dataset is uploaded to the ClearML Server by default
|
||
|
dataset.upload()
|
||
|
|
||
|
dataset.finalize()
|