Ask HN: Are there any good media management systems available? 16 years ago
Have you taken a look at Miro Community? http://www.mirocommunity.org/
It's open source, Django, and seems to do a lot of what you want in terms of video. Given Django's ease of use, it probably wouldn't be too hard to extend it to also handle photos and audio.