Analysis of running form with keypoint R-CNN

Good running form is extremely important for runners to avoid injury and to improve performance. However, most casual runners do not have access to a running coach who can help to correct their running form. Hence, this project aims to use computer vision to analyze running form by using Pytorch...

पूर्ण विवरण

ग्रंथसूची विवरण
मुख्य लेखक: Ng, Darren Jun Heng
अन्य लेखक: Ng Wee Keong
स्वरूप: Final Year Project (FYP)
भाषा:English
प्रकाशित: Nanyang Technological University 2023
विषय:
ऑनलाइन पहुंच:https://hdl.handle.net/10356/165998
विवरण
सारांश:Good running form is extremely important for runners to avoid injury and to improve performance. However, most casual runners do not have access to a running coach who can help to correct their running form. Hence, this project aims to use computer vision to analyze running form by using Pytorch's Keypoint R-CNN, a Human Pose Estimation model, which detects certain important points in the human body. This project creates a simple tool that casual runners can use to analyze their own running form.