def METHOD_NAME(self, sample_id: int) -> dict:
    """Every image is made of one target, with label sample_id % len(all_classes_list) and
    a seed to allow the random image to the same for a given sample_id
    """
    cls_id = sample_id % len(self.all_classes_list)
    return {"img_path": str(sample_id), "target": np.array([[0, 0, 10, 10, cls_id]]), "resized_img_shape": self.image_size, "seed": sample_id}