Tuna_ab VS MocapNET

Compare Tuna_ab vs MocapNET and see what are their differences.

Tuna_ab

By TYSON-Alii
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MocapNET

We present MocapNET, 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 (by FORTH-ModelBasedTracker)
mocap bvh-format bvh neural-network Tensorflow Computer Vision Ensemble 2d-to-3d Demo 3d-animation gesture-recognition rgb-images Webcam pose-estimation 3d-pose-estimation Real-time
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Tuna_ab MocapNET
1 2
2 807
- 1.4%
0.0 6.9
about 3 years ago 3 months ago
C++ C++
- GNU General Public License v3.0 or later
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Tuna_ab

Posts with mentions or reviews of Tuna_ab. We have used some of these posts to build our list of alternatives and similar projects.

MocapNET

Posts with mentions or reviews of MocapNET. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-01-23.

What are some alternatives?

When comparing Tuna_ab and MocapNET you can also consider the following projects:

source-sdk-bullet-physics - Bullet Physics Injection for Source SDK 2013

openpose - OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

CrossWindow-Demos - 🥪 Examples of how to use CrossWindow for things like rendering graphics, listening to events, etc.

tensorflow - An Open Source Machine Learning Framework for Everyone

pendulum - ROS, ROS2, real-time, control, pendulum

ncnn - ncnn is a high-performance neural network inference framework optimized for the mobile platform

x64dbg - An open-source user mode debugger for Windows. Optimized for reverse engineering and malware analysis.

gestures2anything - Use your webcam to identify gestures and trigger any script

suicide-barbie - A PlayStation® Portable™ demo

PoseEstimationForMobile - :dancer: Real-time single person pose estimation for Android and iOS.

3DObjectTracking - Algorithms and Publications on 3D Object Tracking

webcamoid - Webcamoid is a full featured and multiplatform webcam suite.

Tuna_ab vs source-sdk-bullet-physics MocapNET vs openpose Tuna_ab vs CrossWindow-Demos MocapNET vs tensorflow Tuna_ab vs pendulum MocapNET vs ncnn Tuna_ab vs x64dbg MocapNET vs gestures2anything Tuna_ab vs suicide-barbie MocapNET vs PoseEstimationForMobile MocapNET vs 3DObjectTracking MocapNET vs webcamoid