The present invention discloses a human face liveness detection method, device and electronic device. The method includes: training a first depth learning model according to a global image captured from a human face; training a second depth learning model according to a partial local image of the human face cut out from the global image of the human face; and performing human face liveness detection according to the first depth learning model and the second depth learning model after being trained. With the embodiment of the present invention, extractions of more human face liveness image features are facilitated, and the combination of first depth learning model and the second depth learning model after being trained has a better expression ability to the features of human face liveness in comparison with the model of the prior art, thereby being beneficial to improve the accuracy of the human face liveness detection result.
Human face liveness detection method, device and electronic device capable of extracting more human face liveness image features and providing a better expression ability to the features of human face liveness