# 83th Place Solution w/ source code

Hi all,
This was my first real attempt at a competition - I'm quite happy with how much I learned, and to have got a silver medal.
I've written up a competition report in the readme for my repo
[here](https://github.com/khornlund/aptos2019-blindness-detection)
.
Thanks to everyone for all the useful discussion and kernels, in particular
[@ratthachat](/ratthachat)
and
[@drhabib](/drhabib)
!