I have been looking for an excuse to use capsule networks. I can't investigate it as a possible solution at work because even if good results are achieved the performance problems[0] would prevent real world use. Definitely might look into that as a side project though. I have also been looking for an excuse to do something beyond like SENet in Julia.

Maybe a new benchmark like this is what we need to get out of the rut.

[0]: delivery.acm.org/10.1145/3330000/3321441/p177-Barham.pdf