How to download images on Colab / AWS ML instance for ML purposes when Images already belong to AWS links

Question

So I have my images links like: https://my_website_name.s3.ap-south-1.amazonaws.com/XYZ/image_id/crop_image.png

and I have almost 10M images which I want