Datasets:
Downloading Images
Once you have the URLs or S3 file keys from the metadata (follow the steps here here), 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://spawning-15m.s3.us-west-2.amazonaws.com/image.png
Python
Download an image from a url to a local image file with the name image.png
:
import requests
url = "https://spawning-15m.s3.us-west-2.amazonaws.com/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 spawning-15m-metadata.001.parquet --input_format parquet --url_col url --caption_col caption --output-dir images/
S3 CLI
Download an image from an S3 bucket to an image with the name image.png
:
aws s3 cp s3://spawning-15m/image.png image.png