OpenPifPaf DEV highlights that Neuralet has generated a TensorRT inference engine from the PyTorch OpenPifPaf model and released Docker images for OpenPifPaf TensorRT execution on Jetson platforms.
OpenPifPaf is the official implementation of “PifPaf: Composite Fields for Human Pose Estimation” in PyTorch by researchers at the VITA lab at EPFL.
The heavy and complex PyTorch OpenPifPaf model could not be deployed on edge devices before. At Neuralet, we generated a TensorRT inference engine from OpenPifPaf to run pose estimation on Jetson platforms in real-time. Read this article for a step by step guide to run pose estimation on your Jetson device using OpenPifPaf!