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Apparently, this is a bug in DRF and will be fixed in DRF 3.2.0 release. Check this Github ticket.
https://github.com/tomchristie/django-rest-framework/pull/2759
This is happening because the file object sent in the request being unsaved does not have the .url attribute associated with it.
Source:stackexchange.com