629 Open source projects that are alternatives of or similar to Human Pose Estimation Opencv

This project enables you to play virtual drums simply by using concepts of image processing and computer vision.

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Real-Time Object Pose Estimation with Pose Interpreter Networks (IROS 2018)

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We present MocapNET2, a real-time method that estimates the 3D human pose directly in the popular Bio Vision Hierarchy (BVH) format, given estimations of the 2D body joints originating from monocular color images. Our contributions include: (a) A novel and compact 2D pose NSRM representation. (b) A human body orientation classifier and an ensemble of orientation-tuned neural networks that regress the 3D human pose by also allowing for the decomposition of the body to an upper and lower kinematic hierarchy. This permits the recovery of the human pose even in the case of significant occlusions. (c) An efficient Inverse Kinematics solver that refines the neural-network-based solution providing 3D human pose estimations that are consistent with the limb sizes of a target person (if known). All the above yield a 33% accuracy improvement on the Human 3.6 Million (H3.6M) dataset compared to the baseline method (MocapNET) while maintaining real-time performance (70 fps in CPU-only execution).

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macOS C++ examples utilizing OpenCV for camera access and drawing the face tracking results.

[IROS 2020] EAO-SLAM: Monocular Semi-Dense Object SLAM Based on Ensemble Data Association

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💃 Real-time single person pose estimation for Android and iOS.

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Human-detection-and-Tracking

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