Spaces:
Runtime error
Runtime error
| ''' | |
| * Copyright (c) 2023 Salesforce, Inc. | |
| * All rights reserved. | |
| * SPDX-License-Identifier: Apache License 2.0 | |
| * For full license text, see LICENSE.txt file in the repo root or http://www.apache.org/licenses/ | |
| * By Can Qin | |
| * Modified from ControlNet repo: https://github.com/lllyasviel/ControlNet | |
| * Copyright (c) 2023 Lvmin Zhang and Maneesh Agrawala | |
| * Modified from MMCV repo: From https://github.com/open-mmlab/mmcv | |
| * Copyright (c) OpenMMLab. All rights reserved. | |
| ''' | |
| import os.path as osp | |
| from .builder import DATASETS | |
| from .custom import CustomDataset | |
| class PascalContextDataset(CustomDataset): | |
| """PascalContext dataset. | |
| In segmentation map annotation for PascalContext, 0 stands for background, | |
| which is included in 60 categories. ``reduce_zero_label`` is fixed to | |
| False. The ``img_suffix`` is fixed to '.jpg' and ``seg_map_suffix`` is | |
| fixed to '.png'. | |
| Args: | |
| split (str): Split txt file for PascalContext. | |
| """ | |
| CLASSES = ('background', 'aeroplane', 'bag', 'bed', 'bedclothes', 'bench', | |
| 'bicycle', 'bird', 'boat', 'book', 'bottle', 'building', 'bus', | |
| 'cabinet', 'car', 'cat', 'ceiling', 'chair', 'cloth', | |
| 'computer', 'cow', 'cup', 'curtain', 'dog', 'door', 'fence', | |
| 'floor', 'flower', 'food', 'grass', 'ground', 'horse', | |
| 'keyboard', 'light', 'motorbike', 'mountain', 'mouse', 'person', | |
| 'plate', 'platform', 'pottedplant', 'road', 'rock', 'sheep', | |
| 'shelves', 'sidewalk', 'sign', 'sky', 'snow', 'sofa', 'table', | |
| 'track', 'train', 'tree', 'truck', 'tvmonitor', 'wall', 'water', | |
| 'window', 'wood') | |
| PALETTE = [[120, 120, 120], [180, 120, 120], [6, 230, 230], [80, 50, 50], | |
| [4, 200, 3], [120, 120, 80], [140, 140, 140], [204, 5, 255], | |
| [230, 230, 230], [4, 250, 7], [224, 5, 255], [235, 255, 7], | |
| [150, 5, 61], [120, 120, 70], [8, 255, 51], [255, 6, 82], | |
| [143, 255, 140], [204, 255, 4], [255, 51, 7], [204, 70, 3], | |
| [0, 102, 200], [61, 230, 250], [255, 6, 51], [11, 102, 255], | |
| [255, 7, 71], [255, 9, 224], [9, 7, 230], [220, 220, 220], | |
| [255, 9, 92], [112, 9, 255], [8, 255, 214], [7, 255, 224], | |
| [255, 184, 6], [10, 255, 71], [255, 41, 10], [7, 255, 255], | |
| [224, 255, 8], [102, 8, 255], [255, 61, 6], [255, 194, 7], | |
| [255, 122, 8], [0, 255, 20], [255, 8, 41], [255, 5, 153], | |
| [6, 51, 255], [235, 12, 255], [160, 150, 20], [0, 163, 255], | |
| [140, 140, 140], [250, 10, 15], [20, 255, 0], [31, 255, 0], | |
| [255, 31, 0], [255, 224, 0], [153, 255, 0], [0, 0, 255], | |
| [255, 71, 0], [0, 235, 255], [0, 173, 255], [31, 0, 255]] | |
| def __init__(self, split, **kwargs): | |
| super(PascalContextDataset, self).__init__( | |
| img_suffix='.jpg', | |
| seg_map_suffix='.png', | |
| split=split, | |
| reduce_zero_label=False, | |
| **kwargs) | |
| assert osp.exists(self.img_dir) and self.split is not None | |
| class PascalContextDataset59(CustomDataset): | |
| """PascalContext dataset. | |
| In segmentation map annotation for PascalContext, 0 stands for background, | |
| which is included in 60 categories. ``reduce_zero_label`` is fixed to | |
| False. The ``img_suffix`` is fixed to '.jpg' and ``seg_map_suffix`` is | |
| fixed to '.png'. | |
| Args: | |
| split (str): Split txt file for PascalContext. | |
| """ | |
| CLASSES = ('aeroplane', 'bag', 'bed', 'bedclothes', 'bench', 'bicycle', | |
| 'bird', 'boat', 'book', 'bottle', 'building', 'bus', 'cabinet', | |
| 'car', 'cat', 'ceiling', 'chair', 'cloth', 'computer', 'cow', | |
| 'cup', 'curtain', 'dog', 'door', 'fence', 'floor', 'flower', | |
| 'food', 'grass', 'ground', 'horse', 'keyboard', 'light', | |
| 'motorbike', 'mountain', 'mouse', 'person', 'plate', 'platform', | |
| 'pottedplant', 'road', 'rock', 'sheep', 'shelves', 'sidewalk', | |
| 'sign', 'sky', 'snow', 'sofa', 'table', 'track', 'train', | |
| 'tree', 'truck', 'tvmonitor', 'wall', 'water', 'window', 'wood') | |
| PALETTE = [[180, 120, 120], [6, 230, 230], [80, 50, 50], [4, 200, 3], | |
| [120, 120, 80], [140, 140, 140], [204, 5, 255], [230, 230, 230], | |
| [4, 250, 7], [224, 5, 255], [235, 255, 7], [150, 5, 61], | |
| [120, 120, 70], [8, 255, 51], [255, 6, 82], [143, 255, 140], | |
| [204, 255, 4], [255, 51, 7], [204, 70, 3], [0, 102, 200], | |
| [61, 230, 250], [255, 6, 51], [11, 102, 255], [255, 7, 71], | |
| [255, 9, 224], [9, 7, 230], [220, 220, 220], [255, 9, 92], | |
| [112, 9, 255], [8, 255, 214], [7, 255, 224], [255, 184, 6], | |
| [10, 255, 71], [255, 41, 10], [7, 255, 255], [224, 255, 8], | |
| [102, 8, 255], [255, 61, 6], [255, 194, 7], [255, 122, 8], | |
| [0, 255, 20], [255, 8, 41], [255, 5, 153], [6, 51, 255], | |
| [235, 12, 255], [160, 150, 20], [0, 163, 255], [140, 140, 140], | |
| [250, 10, 15], [20, 255, 0], [31, 255, 0], [255, 31, 0], | |
| [255, 224, 0], [153, 255, 0], [0, 0, 255], [255, 71, 0], | |
| [0, 235, 255], [0, 173, 255], [31, 0, 255]] | |
| def __init__(self, split, **kwargs): | |
| super(PascalContextDataset59, self).__init__( | |
| img_suffix='.jpg', | |
| seg_map_suffix='.png', | |
| split=split, | |
| reduce_zero_label=True, | |
| **kwargs) | |
| assert osp.exists(self.img_dir) and self.split is not None | |