dataClassifier.py 文件源码

def basicFeatureExtractorFace(datum):
    """
    Returns a set of pixel features indicating whether
    each pixel in the provided datum is an edge (1) or no edge (0)
    """
    a = datum.getPixels()

    features = util.Counter()
    for x in range(FACE_DATUM_WIDTH):
        for y in range(FACE_DATUM_HEIGHT):
            if datum.getPixel(x, y) > 0:
                features[(x,y)] = 1
            else:
                features[(x,y)] = 0
    return features