iulia-elisa/XAMI-dataset

XAMI: XMM-Newton optical Artefact Mapping for astronomical Instance segmentation

The Dataset

Check the XAMI model and the XAMI dataset on Github.

Downloading the dataset

• using a python script

from huggingface_hub import hf_hub_download

dataset_name = 'xami_dataset' # the dataset name of Huggingface
images_dir = '.' # the output directory of the dataset images

hf_hub_download(
    repo_id="iulia-elisa/XAMI-dataset", # the Huggingface repo ID
    repo_type='dataset', 
    filename=dataset_name+'.zip', 
    local_dir=images_dir
);

# Unzip file
!unzip -q "xami_dataset.zip" -d 'path/to/dest'

Or you can simply download only the dataset zip file from HuggingFace using a CLI command:

DEST_DIR='/path/to/local/dataset/dir'

huggingface-cli download iulia-elisa/XAMI-dataset xami_dataset.zip --repo-type dataset --local-dir "$DEST_DIR" && unzip "$DEST_DIR/xami_dataset.zip" -d "$DEST_DIR" && rm "$DEST_DIR/xami_dataset.zip"

Licence

CC BY-NC 3.0 IGO.