|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
from mmseg.datasets.builder import DATASETS |
|
|
from mmseg.datasets.custom import CustomDataset |
|
|
|
|
|
|
|
|
@DATASETS.register_module() |
|
|
class NYUDepthV2Dataset(CustomDataset): |
|
|
"""NYU Depth V2 dataset. |
|
|
""" |
|
|
|
|
|
CLASSES = ('wall', 'floor', 'cabinet', 'bed', 'chair', |
|
|
'sofa', 'table', 'door', 'window', 'bookshelf', |
|
|
'picture', 'counter', 'blinds', 'desk', 'shelves', |
|
|
'curtain', 'dresser', 'pillow', 'mirror', 'floor mat', |
|
|
'clothes', 'ceiling', 'books', 'refridgerator', 'television', |
|
|
'paper', 'towel', 'shower curtain', 'box', 'whiteboard', |
|
|
'person', 'night stand', 'toilet', 'sink', 'lamp', |
|
|
'bathtub', 'bag', 'otherstructure', 'otherfurniture', 'otherprop') |
|
|
|
|
|
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],] |
|
|
|
|
|
def __init__(self, split, **kwargs): |
|
|
super(NYUDepthV2Dataset, self).__init__( |
|
|
img_suffix='.png', |
|
|
seg_map_suffix='.png', |
|
|
split=split, |
|
|
reduce_zero_label=True, |
|
|
**kwargs) |
|
|
|
