is there any light weight and device friendly reid models for edge device?

JDAI-CV / fast-reid

SOTA Re-identification Methods and Toolbox

Apache License 2.0

3.42k stars 837 forks source link

is there any light weight and device friendly reid models for edge device? #630

Closed sijun-zhou closed 2 years ago

sijun-zhou commented 2 years ago

Hi, @L1aoXingyu is there any light weight and device friendly reid models for edge device? I use osnet before. But i find it is not friendly to edge device. It is not fast enough compared to is low float operations.

Thanks in advance!

L1aoXingyu commented 2 years ago

Actually, I just tried ResNet-18 and ResNet-34 for edge devices. Maybe each device has its preference operation, so osnet may be very small and has low flops. But the speed may be a little bit slow. My suggestion is to choose the edge-friendly model architecture.