Inference time comparison between the 3 available pose estimation libraries: OpenPose, Alpha-Pose (fast Pytorch version), and Mask R-CNN: This analysis was performed using the same images for each ...
Real-Time Human Pose Estimation: A MediaPipe and Python Approach for 3D Detection and Classification
Abstract: As the name suggests, this study uses the Open- Pose and MediaPipe frameworks in order to give a thorough analysis of real time human posture detection and identification. Predicting the ...
Abstract: Increasing vehicle automation changes the role of humans in the car, which imposes new requirements on the design of in-vehicle software and hardware for flexible interior concepts. An ...
This implementation is inspired from the paper "Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose". I have used "Hands from Synthetic Data" published by CMU which has 21 keypoints ...
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