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View Code? Open in Web Editor NEWA multimodal face liveness detection module that can be used in the context of face anti-spoofing
A multimodal face liveness detection module that can be used in the context of face anti-spoofing
While a video operation is running (gaze, emotion), there should be a background blinking check.
In other words, there should be a certain ratio of blinks while the video window is open (configurable).
The following config must be converted to seconds instead of frame ratios.
"blinking": {
"min_threshold": 0.2,
"max_threshold": 0.5
},
Possible strategy:
The gaze/blink detection doesn't work so well (e.g. if your eye is still for some time, it "forgets" the gaze and becomes None
). Find if it can be tuned, or find another library.
Instead of having the "Shoot" button, the windows must have a visible timer (e.g. 3 seconds), after which:
Instead of just the plain task name, write something more.
Examples:
Eg. "house" may be recognized as "how's"; "car" as "carl", etc.
Implement some edit distance measure to allow such errors.
The system should ask the user to say a certain short phrase, randomly generated from a dictionary.
For this we need:
The window should also be timed, as described in #2
Playsound says a thing that is unexpected:
playsound is relying on another python subprocess. Please use `pip install pygobject` if you want playsound to run more **efficiently.**
(also, the installation of pygobject
failed on my system, so I cannot see the difference)
Find:
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