import numpy as np


YUV2RGB_JPEG      = np.array([[1.0,   1.0,   1.0  ], [0.0, -0.344, 1.772], [1.402, -0.714, 0.0]])
YUV2RGB_SMPTE170M = np.array([[1.164, 1.164, 1.164], [0.0, -0.392, 2.017], [1.596, -0.813, 0.0]])
YUV2RGB_REC709    = np.array([[1.164, 1.164, 1.164], [0.0, -0.213, 2.112], [1.793, -0.533, 0.0]])


def YUV420_to_RGB(YUV_in, size, matrix=YUV2RGB_JPEG, rb_swap=True, final_width=0):
    """Convert a YUV420 image to an interleaved RGB image of half resolution. The
    size parameter should include padding if there is any, which can be trimmed off
    at the end with the final_width parameter."""
    w, h = size
    w2 = w // 2
    h2 = h // 2
    n = w * h
    n2 = n // 2
    n4 = n // 4

    YUV = np.empty((h2, w2, 3), dtype=int)
    YUV[:, :, 0] = YUV_in[:n].reshape(h, w)[0::2, 0::2]
    YUV[:, :, 1] = YUV_in[n:n + n4].reshape(h2, w2) - 128.0
    YUV[:, :, 2] = YUV_in[n + n4:n + n2].reshape(h2, w2) - 128.0

    if rb_swap:
        matrix = matrix[:, [2, 1, 0]]
    RGB = np.dot(YUV, matrix).clip(0, 255).astype(np.uint8)

    if final_width and final_width != w2:
        RGB = RGB[:, :final_width, :]

    return RGB

import numpy as np


YUV2RGB_JPEG      = np.array([[1.0,   1.0,   1.0  ], [0.0, -0.344, 1.772], [1.402, -0.714, 0.0]])
YUV2RGB_SMPTE170M = np.array([[1.164, 1.164, 1.164], [0.0, -0.392, 2.017], [1.596, -0.813, 0.0]])
YUV2RGB_REC709    = np.array([[1.164, 1.164, 1.164], [0.0, -0.213, 2.112], [1.793, -0.533, 0.0]])


def YUV420_to_RGB(YUV_in, size, matrix=YUV2RGB_JPEG, rb_swap=True, final_width=0):
    """Convert a YUV420 image to an interleaved RGB image of half resolution. The
    size parameter should include padding if there is any, which can be trimmed off
    at the end with the final_width parameter."""
    w, h = size
    w2 = w // 2
    h2 = h // 2
    n = w * h
    n2 = n // 2
    n4 = n // 4

    YUV = np.empty((h2, w2, 3), dtype=int)
    YUV[:, :, 0] = YUV_in[:n].reshape(h, w)[0::2, 0::2]
    YUV[:, :, 1] = YUV_in[n:n + n4].reshape(h2, w2) - 128.0
    YUV[:, :, 2] = YUV_in[n + n4:n + n2].reshape(h2, w2) - 128.0

    if rb_swap:
        matrix = matrix[:, [2, 1, 0]]
    RGB = np.dot(YUV, matrix).clip(0, 255).astype(np.uint8)

    if final_width and final_width != w2:
        RGB = RGB[:, :final_width, :]

    return RGB

Convert a YUV420 image to an interleaved RGB image of half resolution. The     size parameter should include padding if there is any, which can be trimmed off     at the end with the final_width parameter.