How to upload video thumbnail to Facebook graph API (.NET)? - c#

I'm POSTing a video using the Facebook graph API video endpoint, everything working fine. But I can't figure out how to provide a custom thumbnail. The API says to provide a thumb parameter:
The video thumbnail raw data to be uploaded and associated with a video.
But what exactly does 'raw data' mean? I've tried encoding it as base 64 (with and without data:image/jpeg;base64, prepended, but always get the error:
OAuthException
(#100) Invalid image format. It should be an image file data.
I get the same using the graph API explorer.
I'm using C# (via ASP.NET Web API).
I see similar questions online about other languages, but no .NET friendly solution.
API version 2.9.
Thanks

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