Analysis of Deep Learning Based Pose Estimation Techniques for Locating Landmarks on Human Body Parts

In the area of AI, the pose estimation become very popular. It can easily find landmarks on human body parts in small amount of time with the use of 2D image. There are various deep learning based pose estimation models available. For particular applications, each model have their own pros and cons. Here, we have discussed OpenPose, BlazePose, DeepPose and Hourglass architectures. Also, we have implemented OpenPose and BlazePose models to locate landmarks on push-up posture of human body. Detailed analysis and comparison between above-mentioned architectures have been presented for better understanding.