Datasets:
Nick Padgett
Updating the examples to exclude s3 file keys, since those have now been removed.
eeebcd8
Downloading Images
Once you have the URLs from the metadata files, you can download the images through any standard means.
cURL
Download an image from a url to a local image file with the name image.png:
curl -O image.png https://pd12m.s3.us-west-2.amazonaws.com/images/image.png
Python
Download an image from a url to a local image file with the name image.png:
import requests
url = "https://pd12m.s3.us-west-2.amazonaws.com/images/image.png"
response = requests.get(url)
with open('image.png', 'wb') as f:
f.write(response.content)
img2dataset
You can also use the img2dataset tool to quickly download images from a metadata file. The tool is available here. The example below will download all the images to a local images directory.
img2dataset download --url_list pd12m.01.parquet --input_format parquet --url_col url --caption_col caption --output-dir images/