The repository of paper "Towards Eyeglasses Refraction in Appearance-based Gaze Estimation". (ISMAR 2023)
The code is tested with Python 3.7 and torch 1.8.1.
To install the other packages:
pip install -r requirements.txt
This repository contains data of the Relative Coordinate Representation (RCR) and eye region images. Please download the data from Google Drive and put them in the dataset directory.
The data is organized as follows:
dataset
|-- 001
|-- 001_000_01.h5
|-- 001_000_02.h5
|-- 001_550_01.h5
|-- 002
|-- ...
...
|-- 006
|-- ...
# take ID-001 for example
python main.py --config configs/001.json
# take ID-001 for example
# dim: 0 for pitch, 1 for yaw
# type: 0 for naked-eye results, 1 for corrected results
python draw_test_results.py --data <path_to_npy> --dim 1 --type 1