🔥🔥 Deep Learning Head Pose Estimation using PyTorch.
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Updated
May 23, 2023 - Python
🔥🔥 Deep Learning Head Pose Estimation using PyTorch.
Official Pytorch implementation of 6DRepNet: 6D Rotation representation for unconstrained head pose estimation.
Deep learning based gaze estimation demo with a fun feature :-)
HFHPE: High-Angle Robust Fast Head Pose Estimation. One-pass yaw/pitch/roll head pose (biternion cos/sin + von Mises κ) distilled from a DINOv3 teacher into compact 64px students, robust to extreme angles and heavy occlusion.
Native face detection, tracking, head pose, guidance, auto capture and liveness for React Native and Expo. Google ML Kit on Android, Apple Vision on iOS, Skia overlays.
YawNet: Full-circle head-yaw regression via biternion (cos/sin) + von Mises κ, DINOv3 teacher-student distillation on a purely synthetic 42k dataset.
This small library adds face and emotion analysis to any website, with less than 1 MB, and is fully GDPR-compliant.
Optimized pose detector inference for edge devices
Support code for LAEO-Net paper
EgoTraj (ECCV 2026): real-world egocentric human trajectory dataset with 6-DoF head pose, 3D eye gaze, RGB video and scene annotations from Meta Quest Pro
Ultra fast head pose estimation on a bare Raspberry Pi 4 at 20 FPS
Rapid head‐pose detection for automated slice prescription of fetal‐brain MRI
A.R.A.K(Academic Resilience & Authentication Kernel)— Real-time AI proctoring: face & behavior-based cheating detection for online exams || أَرَاكَ— نظام ذكاء اصطناعي للمراقبة الحية: كشف غشّ الامتحانات عبر الوجه والسلوك
The dissertation project is named 3D Estimation of VFOA, where Attention is calculated based on the person's Gaze and Head Pose.
This is a code based on Ruiz's HopeNet, a head pose estimation work which is originally written as PyTorch. However, I try writing and modifying the code to run on Apple's MLX library.
GazeMetric is a lightweight Python toolkit for real-time and recorded webcam analysis that estimates gaze, head pose, and engagement using MediaPipe and OpenCV. It generates session exports (timeline CSV/JSON, summary JSON/PDF, annotated video), includes a live-quality confidence meter, and is designed for research, UX testing, and interviews.
Pyramid-based structure for head pose estimation
A simple MATLAB script with a GUI that provides functionality to slightly tilt the pose of the head in a given image. Developed as a course project for EE604@IITK (Image Processing).
A personalized head-tracking pointer system for hands-free computer interaction, using MediaPipe. Developed as a Chrome Extension for accessibility research at the UCSC Computer Vision Lab.
Subtract the MacBook lid tilt from webcam head-pitch estimates using the lid angle sensor
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