Method _preprocess

clip/image_processor.py:42–51

(self, image: Image)

        )

    def _preprocess(self, image: Image) -> mx.array:
        if self.do_resize:
            image = resize(image, self.size)
        if self.do_center_crop:
            image = center_crop(image, (self.crop_size, self.crop_size))
        image = mx.array(np.array(image))
        image = rescale(image)
        if self.do_normalize:
            image = normalize(image, self.image_mean, self.image_std)
        return image

    @staticmethod
    def from_pretrained(path: str):