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[Fix] Add COCOStuffDataset in class_names.py. #1222

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Jan 22, 2022
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[Fix] Add COCOStuffDataset in class_names.py. #1222

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991957d
add cocostuff in class_names
MengzhangLI Jan 20, 2022
b14d8a1
add more class names
MengzhangLI Jan 21, 2022
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89 changes: 88 additions & 1 deletion mmseg/core/evaluation/class_names.py
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Original file line number Diff line number Diff line change
Expand Up @@ -68,6 +68,41 @@ def potsdam_classes():
]


def cocostuff_classes():
"""CocoStuff class names for external use."""
return [
'person', 'bicycle', 'car', 'motorcycle', 'airplane', 'bus', 'train',
'truck', 'boat', 'traffic light', 'fire hydrant', 'stop sign',
'parking meter', 'bench', 'bird', 'cat', 'dog', 'horse', 'sheep',
'cow', 'elephant', 'bear', 'zebra', 'giraffe', 'backpack', 'umbrella',
'handbag', 'tie', 'suitcase', 'frisbee', 'skis', 'snowboard',
'sports ball', 'kite', 'baseball bat', 'baseball glove', 'skateboard',
'surfboard', 'tennis racket', 'bottle', 'wine glass', 'cup', 'fork',
'knife', 'spoon', 'bowl', 'banana', 'apple', 'sandwich', 'orange',
'broccoli', 'carrot', 'hot dog', 'pizza', 'donut', 'cake', 'chair',
'couch', 'potted plant', 'bed', 'dining table', 'toilet', 'tv',
'laptop', 'mouse', 'remote', 'keyboard', 'cell phone', 'microwave',
'oven', 'toaster', 'sink', 'refrigerator', 'book', 'clock', 'vase',
'scissors', 'teddy bear', 'hair drier', 'toothbrush', 'banner',
'blanket', 'branch', 'bridge', 'building-other', 'bush', 'cabinet',
'cage', 'cardboard', 'carpet', 'ceiling-other', 'ceiling-tile',
'cloth', 'clothes', 'clouds', 'counter', 'cupboard', 'curtain',
'desk-stuff', 'dirt', 'door-stuff', 'fence', 'floor-marble',
'floor-other', 'floor-stone', 'floor-tile', 'floor-wood', 'flower',
'fog', 'food-other', 'fruit', 'furniture-other', 'grass', 'gravel',
'ground-other', 'hill', 'house', 'leaves', 'light', 'mat', 'metal',
'mirror-stuff', 'moss', 'mountain', 'mud', 'napkin', 'net', 'paper',
'pavement', 'pillow', 'plant-other', 'plastic', 'platform',
'playingfield', 'railing', 'railroad', 'river', 'road', 'rock', 'roof',
'rug', 'salad', 'sand', 'sea', 'shelf', 'sky-other', 'skyscraper',
'snow', 'solid-other', 'stairs', 'stone', 'straw', 'structural-other',
'table', 'tent', 'textile-other', 'towel', 'tree', 'vegetable',
'wall-brick', 'wall-concrete', 'wall-other', 'wall-panel',
'wall-stone', 'wall-tile', 'wall-wood', 'water-other', 'waterdrops',
'window-blind', 'window-other', 'wood'
]


def cityscapes_palette():
"""Cityscapes palette for external use."""
return [[128, 64, 128], [244, 35, 232], [70, 70, 70], [102, 102, 156],
Expand Down Expand Up @@ -140,12 +175,64 @@ def potsdam_palette():
[255, 255, 0], [255, 0, 0]]


def cocostuff_palette():
"""CocoStuff palette for external use."""
return [[0, 192, 64], [0, 192, 64], [0, 64, 96], [128, 192, 192],
[0, 64, 64], [0, 192, 224], [0, 192, 192], [128, 192, 64],
[0, 192, 96], [128, 192, 64], [128, 32, 192], [0, 0, 224],
[0, 0, 64], [0, 160, 192], [128, 0, 96], [128, 0, 192],
[0, 32, 192], [128, 128, 224], [0, 0, 192], [128, 160, 192],
[128, 128, 0], [128, 0, 32], [128, 32, 0], [128, 0, 128],
[64, 128, 32], [0, 160, 0], [0, 0, 0], [192, 128, 160], [0, 32, 0],
[0, 128, 128], [64, 128, 160], [128, 160, 0], [0, 128, 0],
[192, 128, 32], [128, 96, 128], [0, 0, 128], [64, 0, 32],
[0, 224, 128], [128, 0, 0], [192, 0, 160], [0, 96, 128],
[128, 128, 128], [64, 0, 160], [128, 224, 128], [128, 128, 64],
[192, 0, 32], [128, 96, 0], [128, 0, 192], [0, 128, 32],
[64, 224, 0], [0, 0, 64], [128, 128, 160], [64, 96, 0],
[0, 128, 192], [0, 128, 160], [192, 224, 0], [0, 128, 64],
[128, 128, 32], [192, 32, 128], [0, 64, 192], [0, 0, 32],
[64, 160, 128], [128, 64, 64], [128, 0, 160], [64, 32, 128],
[128, 192, 192], [0, 0, 160], [192, 160, 128], [128, 192, 0],
[128, 0, 96], [192, 32, 0], [128, 64, 128], [64, 128, 96],
[64, 160, 0], [0, 64, 0], [192, 128, 224], [64, 32, 0],
[0, 192, 128], [64, 128, 224], [192, 160, 0], [0, 192, 0],
[192, 128, 96], [192, 96, 128], [0, 64, 128], [64, 0, 96],
[64, 224, 128], [128, 64, 0], [192, 0, 224], [64, 96, 128],
[128, 192, 128], [64, 0, 224], [192, 224, 128], [128, 192, 64],
[192, 0, 96], [192, 96, 0], [128, 64, 192], [0, 128, 96],
[0, 224, 0], [64, 64, 64], [128, 128, 224], [0, 96, 0],
[64, 192, 192], [0, 128, 224], [128, 224, 0], [64, 192, 64],
[128, 128, 96], [128, 32, 128], [64, 0, 192], [0, 64, 96],
[0, 160, 128], [192, 0, 64], [128, 64, 224], [0, 32, 128],
[192, 128, 192], [0, 64, 224], [128, 160, 128], [192, 128, 0],
[128, 64, 32], [128, 32, 64], [192, 0, 128], [64, 192, 32],
[0, 160, 64], [64, 0, 0], [192, 192, 160], [0, 32, 64],
[64, 128, 128], [64, 192, 160], [128, 160, 64], [64, 128, 0],
[192, 192, 32], [128, 96, 192], [64, 0, 128], [64, 64, 32],
[0, 224, 192], [192, 0, 0], [192, 64, 160], [0, 96, 192],
[192, 128, 128], [64, 64, 160], [128, 224, 192], [192, 128, 64],
[192, 64, 32], [128, 96, 64], [192, 0, 192], [0, 192, 32],
[64, 224, 64], [64, 0, 64], [128, 192, 160], [64, 96, 64],
[64, 128, 192], [0, 192, 160], [192, 224, 64], [64, 128, 64],
[128, 192, 32], [192, 32, 192], [64, 64, 192], [0, 64, 32],
[64, 160, 192], [192, 64, 64], [128, 64, 160], [64, 32, 192],
[192, 192, 192], [0, 64, 160], [192, 160, 192], [192, 192, 0],
[128, 64, 96], [192, 32, 64], [192, 64, 128], [64, 192, 96],
[64, 160, 64], [64, 64, 0]]


dataset_aliases = {
'cityscapes': ['cityscapes'],
'ade': ['ade', 'ade20k'],
'voc': ['voc', 'pascal_voc', 'voc12', 'voc12aug'],
'loveda': ['loveda'],
'potsdam': ['potsdam']
'potsdam': ['potsdam'],
'cocostuff': [
'cocostuff', 'cocostuff10k', 'cocostuff164k', 'coco-stuff',
'coco-stuff10k', 'coco-stuff164k', 'coco_stuff', 'coco_stuff10k',
'coco_stuff164k'
]
}


Expand Down
9 changes: 6 additions & 3 deletions tests/test_data/test_dataset.py
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Original file line number Diff line number Diff line change
Expand Up @@ -13,9 +13,10 @@

from mmseg.core.evaluation import get_classes, get_palette
from mmseg.datasets import (DATASETS, ADE20KDataset, CityscapesDataset,
ConcatDataset, CustomDataset, LoveDADataset,
MultiImageMixDataset, PascalVOCDataset,
PotsdamDataset, RepeatDataset, build_dataset)
COCOStuffDataset, ConcatDataset, CustomDataset,
LoveDADataset, MultiImageMixDataset,
PascalVOCDataset, PotsdamDataset, RepeatDataset,
build_dataset)


def test_classes():
Expand All @@ -26,6 +27,7 @@ def test_classes():
ADE20KDataset.CLASSES) == get_classes('ade') == get_classes('ade20k')
assert list(LoveDADataset.CLASSES) == get_classes('loveda')
assert list(PotsdamDataset.CLASSES) == get_classes('potsdam')
assert list(COCOStuffDataset.CLASSES) == get_classes('cocostuff')

with pytest.raises(ValueError):
get_classes('unsupported')
Expand Down Expand Up @@ -69,6 +71,7 @@ def test_palette():
assert ADE20KDataset.PALETTE == get_palette('ade') == get_palette('ade20k')
assert LoveDADataset.PALETTE == get_palette('loveda')
assert PotsdamDataset.PALETTE == get_palette('potsdam')
assert COCOStuffDataset.PALETTE == get_palette('cocostuff')

with pytest.raises(ValueError):
get_palette('unsupported')
Expand Down