OpenPose An open-source library for multi-person pose estimation. It detects key points on the human body, including joints and skeletal connections, using deep learning techniques with convolutional neural networks (CNNs). DeepPose A method proposed by Microsoft that uses deep learning for estimating key points on the human body. It employs CNNs for end-to-end pose estimation by directly predicting joint positions from images. PoseNet Developed by Google, PoseNet is a lightweight real-time pose estimation system. It uses CNNs to detect key points on the human body and is suitable for applications requiring real-time performance. HRNet (High-Resolution Network) An advanced pose estimation method that focuses on high-resolution feature representations. It maintains and merges multi-scale feature maps to improve the accuracy of key point detection. AlphaPose An open-source multi-person pose estimation library based on PyTorch. It uses CNNs and confidence maps to detect key po...
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