pygaze is a gaze estimation framework for python based on eth-xgaze.
Project description
pygaze
pygaze is a wrapper for the outstanding work of pytorch_mpiigaze_demo and eth-xgaze to provide an api to estimate the gaze of humans.
API
- First create an instance of PyGaze.
- Call predict on the instance to get a list of faces in the image and a gaze vector.
Example usage
from pygaze import PyGaze
import cv2
image = cv2.imread("jonas.jpg")
pg = PyGaze()
print(pg.predict(image))
Todo
- Add a flag to predict() to pass already detected faces in an image.
- Add a function render(img, face) to draw the predicted gaze to an image.
- Add examples for realtime and image prediction.
Project details
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