davisking/dlib

Gaze Estimation Support

Open

#825 opened on Sep 18, 2017

View on GitHub
 (4 comments) (0 reactions) (0 assignees)C++ (3,442 forks)batch import
help wanted

Repository metrics

Stars
 (14,432 stars)
PR merge metrics
 (Avg merge 3h 56m) (2 merged PRs in 30d)

Description

As now there is a sample head position estimation and face landmark detection, I was wondering is there any plan to add gaze estimation module to Dlib library?

following repositories can be useful to do so: https://github.com/mpatacchiola/deepgaze https://github.com/opengazer/OpenGazer

Contributor guide

Research direction
Review existing gaze estimation research, particularly the linked repositories (deepgaze and OpenGazer), and propose a design for integrating a gaze estimation module into dlib. Outline the necessary algorithms, data structures, and potential API changes.
Tech stack
cpp
Domain
machine learningai
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
4
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
Over 1 week
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Active
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Clear
Prerequisites
C++Machine Learning
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
20