The objective of human pose estimation (HPE) derived from deep learning aims to accurately estimate and predict the human body posture in images or videos via the utilization of deep neural networks. However, the accuracy of real-time HPE tasks is still
For this task, it might be helpful to look into existing works on human action recognition using pose estimation. There's a substantial amount of research on this topic that may provide you with additional insights or even pre-trained models that you can use to bootstrap your solution. Rememb...
crucial role in various applications, including pose tracking, action recognition, virtual reality, and surveillance systems. By achieving accurate 2D HPE, we can obtain detailed information about human poses and actions, which can support computers in performing more complex human-computer interaction ...