image_list.py

# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved.
import torch
from torch.jit.annotations import List, Tuple
from torch import Tensor


class ImageList(object):
    """
    Structure that holds a list of images (of possibly
    varying sizes) as a single tensor.
    This works by padding the images to the same size,
    and storing in a field the original sizes of each image
    """

    def __init__(self, tensors: Tensor, image_sizes: List[Tuple[int, int]]):
        """
        Arguments:
            tensors (tensor)
            image_sizes (list[tuple[int, int]])
        """
        self.tensors = tensors
        self.image_sizes = image_sizes

    def to(self, device: torch.device) -> 'ImageList':
        cast_tensor = self.tensors.to(device)
        return ImageList(cast_tensor, self.image_sizes)