Click on the desired photo in Flickr to open it. Then:
1) Click the little "three dots" link towards the right, and select "Download / All sizes".
2) On the next screen, select the size you want, and then click the download link, for example "Download the Large 1024 size of this photo".
3) The photo will download to your computer.