旋转图片两种方法-Toy模板网

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这两种方法在旋转图像时，可能会产生一些不同的效果：

rotate_image_new()旋转后的图像完全包含旋转前的内容，并且填充边界尽可能小

rotate_image() 保持原始图像的大小，并根据填充选项决定是否填充边界为白色。如果 if_fill_white 参数为 True，则填充边界为白色；否则，边界将保持原始图像的值。这种方法可以更快速地旋转图像，但可能会导致旋转后的图像包含额外的空白区域或丢失部分图像信息。文章来源地址https://www.toymoban.com/news/detail-682386.html


def rotate_image_new(image, degree):
    '''
    旋转图片角度
    '''
    from math import *
    # dividing height and width by 2 to get the center of the image
    height, width = image.shape[:2]

    heightNew = int(width * fabs(sin(radians(degree))) + height * fabs(cos(radians(degree))))
    widthNew = int(height * fabs(sin(radians(degree))) + width * fabs(cos(radians(degree))))

    matRotation = cv2.getRotationMatrix2D((width / 2, height / 2), degree, 1)
    matRotation[0, 2] += (widthNew - width) / 2  # 重点在这步，目前不懂为什么加这步
    matRotation[1, 2] += (heightNew - height) / 2  # 重点在这步

    imgRotation = cv2.warpAffine(image, matRotation, (widthNew, heightNew), borderValue=(255, 255, 255))

    return imgRotation

def rotate_image( image, angle,if_fill_white = False):
    '''
    顺时针旋转
    '''
    # dividing height and width by 2 to get the center of the image
    height, width = image.shape[:2]
    # get the center coordinates of the image to create the 2D rotation matrix
    center = (width / 2, height / 2)

    # using cv2.getRotationMatrix2D() to get the rotation matrix
    rotate_matrix = cv2.getRotationMatrix2D(center=center, angle=angle, scale=1)

    # rotate the image using cv2.warpAffine
    if not if_fill_white:
        rotated_image = cv2.warpAffine(src=image, M=rotate_matrix, dsize=(width, height) )
    else:
        color = (255, 255) if len(image.shape)==2 else (255, 255,255)
        rotated_image = cv2.warpAffine(src=image, M=rotate_matrix, dsize=(width, height), borderValue=color)
    return rotated_image