Pose estimation by pose proposal network (224x224). It runs on Raspberry Pi 3 locally using its GPU (VideoCore IV) with almost 10fps. We replaced base net of PPN with MobileNet V2.
Reference:
T. Sekii "Pose Proposal Networks" ECCV 2018.
http://openaccess.thecvf.com/content_...
We are doing R&D of acceleration of deep learning inference on low-cost devices and developing IoT platform service, Actcast.
https://idein.jp
/ ideininc