Package pyvision :: Package face :: Module SVMEyeDetector :: Class SVMEyeDetector

Class SVMEyeDetector

This class detects faces and then returns the detection rectangles and the eye coordinates.

Instance Methods

__init__(self, face_detector=CascadeDetector(), tile_size=(128,128), validate=None, n_iter=1, annotate=False, **kwargs)
Create an eye locator.

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addTraining(self, left_eye, right_eye, im)
Train an eye detector givin a full image and the eye coordinates.

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train(self, **kwargs)
Train the eye locators.

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detect(self, im)
Returns: a list of tuples where each tuple contains (registered_image, detection_rect, left_eye, right_eye)

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Method Details

Create an eye locator. This default implentation uses a cascade classifier for face detection and then SVR for eye location.

Returns:: a list of tuples where each tuple contains (registered_image, detection_rect, left_eye, right_eye)