Deep Learning-Based Pose Estimation

What Is Human Pose Estimation?

Human pose estimation is the process of detecting and estimating the pose of a person in an image or video. It involves detecting the key points or joints of a person's body, such as the head, shoulders, elbows, wrists, hips, knees, and ankles, and estimating their positions in the image. This can be done using various computer vision techniques, such as feature detection and machine learning algorithms.

Approaches to Estimate the Pose of Humans

1. Top-down approach

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