🔥🔥 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 :-)
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
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 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.
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).
Deep Learning Head Pose Estimation using PyTorch
A webcam-based eye-tracking system designed to improve gaze estimation robustness under eyeglass artifacts and head movement.
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