No explanation of the origins of blindness was given in the book. 
Quoting from [this][1] Wikipedia article:

> Blindness is the story of an **unexplained** mass epidemic of blindness
> afflicting nearly everyone in an unnamed city, and the social
> breakdown that swiftly follows.


  [1]: https://en.wikipedia.org/wiki/Blindness_(novel)