Yes this is a big problem to download videos and images from Instagram. I tried it earlier when I was active there now a days I am not active and don't know what's going on there but reading this post I am surprise that still people are facing this issue. Thanks to this app which have solved this problem, Instagram Image & Video Saver. Great problem solving hunt.
RE: Instagram image & video saver - Download Instagram photos, videos and IGTV online