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# ScanNet Benchmark constants | |
VALID_CLASS_IDS_20 = ( | |
1, | |
2, | |
3, | |
4, | |
5, | |
6, | |
7, | |
8, | |
9, | |
10, | |
11, | |
12, | |
14, | |
16, | |
24, | |
28, | |
33, | |
34, | |
36, | |
39, | |
) | |
CLASS_LABELS_20 = ( | |
"wall", | |
"floor", | |
"cabinet", | |
"bed", | |
"chair", | |
"sofa", | |
"table", | |
"door", | |
"window", | |
"bookshelf", | |
"picture", | |
"counter", | |
"desk", | |
"curtain", | |
"refrigerator", | |
"shower curtain", | |
"toilet", | |
"sink", | |
"bathtub", | |
"otherfurniture", | |
) | |
SCANNET_COLOR_MAP_20 = { | |
0: (0.0, 0.0, 0.0), | |
1: (174.0, 199.0, 232.0), | |
2: (152.0, 223.0, 138.0), | |
3: (31.0, 119.0, 180.0), | |
4: (255.0, 187.0, 120.0), | |
5: (188.0, 189.0, 34.0), | |
6: (140.0, 86.0, 75.0), | |
7: (255.0, 152.0, 150.0), | |
8: (214.0, 39.0, 40.0), | |
9: (197.0, 176.0, 213.0), | |
10: (148.0, 103.0, 189.0), | |
11: (196.0, 156.0, 148.0), | |
12: (23.0, 190.0, 207.0), | |
14: (247.0, 182.0, 210.0), | |
15: (66.0, 188.0, 102.0), | |
16: (219.0, 219.0, 141.0), | |
17: (140.0, 57.0, 197.0), | |
18: (202.0, 185.0, 52.0), | |
19: (51.0, 176.0, 203.0), | |
20: (200.0, 54.0, 131.0), | |
21: (92.0, 193.0, 61.0), | |
22: (78.0, 71.0, 183.0), | |
23: (172.0, 114.0, 82.0), | |
24: (255.0, 127.0, 14.0), | |
25: (91.0, 163.0, 138.0), | |
26: (153.0, 98.0, 156.0), | |
27: (140.0, 153.0, 101.0), | |
28: (158.0, 218.0, 229.0), | |
29: (100.0, 125.0, 154.0), | |
30: (178.0, 127.0, 135.0), | |
32: (146.0, 111.0, 194.0), | |
33: (44.0, 160.0, 44.0), | |
34: (112.0, 128.0, 144.0), | |
35: (96.0, 207.0, 209.0), | |
36: (227.0, 119.0, 194.0), | |
37: (213.0, 92.0, 176.0), | |
38: (94.0, 106.0, 211.0), | |
39: (82.0, 84.0, 163.0), | |
40: (100.0, 85.0, 144.0), | |
} | |
# ScanNet200 Benchmark constants | |
VALID_CLASS_IDS_200 = ( | |
1, | |
2, | |
3, | |
4, | |
5, | |
6, | |
7, | |
8, | |
9, | |
10, | |
11, | |
13, | |
14, | |
15, | |
16, | |
17, | |
18, | |
19, | |
21, | |
22, | |
23, | |
24, | |
26, | |
27, | |
28, | |
29, | |
31, | |
32, | |
33, | |
34, | |
35, | |
36, | |
38, | |
39, | |
40, | |
41, | |
42, | |
44, | |
45, | |
46, | |
47, | |
48, | |
49, | |
50, | |
51, | |
52, | |
54, | |
55, | |
56, | |
57, | |
58, | |
59, | |
62, | |
63, | |
64, | |
65, | |
66, | |
67, | |
68, | |
69, | |
70, | |
71, | |
72, | |
73, | |
74, | |
75, | |
76, | |
77, | |
78, | |
79, | |
80, | |
82, | |
84, | |
86, | |
87, | |
88, | |
89, | |
90, | |
93, | |
95, | |
96, | |
97, | |
98, | |
99, | |
100, | |
101, | |
102, | |
103, | |
104, | |
105, | |
106, | |
107, | |
110, | |
112, | |
115, | |
116, | |
118, | |
120, | |
121, | |
122, | |
125, | |
128, | |
130, | |
131, | |
132, | |
134, | |
136, | |
138, | |
139, | |
140, | |
141, | |
145, | |
148, | |
154, | |
155, | |
156, | |
157, | |
159, | |
161, | |
163, | |
165, | |
166, | |
168, | |
169, | |
170, | |
177, | |
180, | |
185, | |
188, | |
191, | |
193, | |
195, | |
202, | |
208, | |
213, | |
214, | |
221, | |
229, | |
230, | |
232, | |
233, | |
242, | |
250, | |
261, | |
264, | |
276, | |
283, | |
286, | |
300, | |
304, | |
312, | |
323, | |
325, | |
331, | |
342, | |
356, | |
370, | |
392, | |
395, | |
399, | |
408, | |
417, | |
488, | |
540, | |
562, | |
570, | |
572, | |
581, | |
609, | |
748, | |
776, | |
1156, | |
1163, | |
1164, | |
1165, | |
1166, | |
1167, | |
1168, | |
1169, | |
1170, | |
1171, | |
1172, | |
1173, | |
1174, | |
1175, | |
1176, | |
1178, | |
1179, | |
1180, | |
1181, | |
1182, | |
1183, | |
1184, | |
1185, | |
1186, | |
1187, | |
1188, | |
1189, | |
1190, | |
1191, | |
) | |
CLASS_LABELS_200 = ( | |
"wall", | |
"chair", | |
"floor", | |
"table", | |
"door", | |
"couch", | |
"cabinet", | |
"shelf", | |
"desk", | |
"office chair", | |
"bed", | |
"pillow", | |
"sink", | |
"picture", | |
"window", | |
"toilet", | |
"bookshelf", | |
"monitor", | |
"curtain", | |
"book", | |
"armchair", | |
"coffee table", | |
"box", | |
"refrigerator", | |
"lamp", | |
"kitchen cabinet", | |
"towel", | |
"clothes", | |
"tv", | |
"nightstand", | |
"counter", | |
"dresser", | |
"stool", | |
"cushion", | |
"plant", | |
"ceiling", | |
"bathtub", | |
"end table", | |
"dining table", | |
"keyboard", | |
"bag", | |
"backpack", | |
"toilet paper", | |
"printer", | |
"tv stand", | |
"whiteboard", | |
"blanket", | |
"shower curtain", | |
"trash can", | |
"closet", | |
"stairs", | |
"microwave", | |
"stove", | |
"shoe", | |
"computer tower", | |
"bottle", | |
"bin", | |
"ottoman", | |
"bench", | |
"board", | |
"washing machine", | |
"mirror", | |
"copier", | |
"basket", | |
"sofa chair", | |
"file cabinet", | |
"fan", | |
"laptop", | |
"shower", | |
"paper", | |
"person", | |
"paper towel dispenser", | |
"oven", | |
"blinds", | |
"rack", | |
"plate", | |
"blackboard", | |
"piano", | |
"suitcase", | |
"rail", | |
"radiator", | |
"recycling bin", | |
"container", | |
"wardrobe", | |
"soap dispenser", | |
"telephone", | |
"bucket", | |
"clock", | |
"stand", | |
"light", | |
"laundry basket", | |
"pipe", | |
"clothes dryer", | |
"guitar", | |
"toilet paper holder", | |
"seat", | |
"speaker", | |
"column", | |
"bicycle", | |
"ladder", | |
"bathroom stall", | |
"shower wall", | |
"cup", | |
"jacket", | |
"storage bin", | |
"coffee maker", | |
"dishwasher", | |
"paper towel roll", | |
"machine", | |
"mat", | |
"windowsill", | |
"bar", | |
"toaster", | |
"bulletin board", | |
"ironing board", | |
"fireplace", | |
"soap dish", | |
"kitchen counter", | |
"doorframe", | |
"toilet paper dispenser", | |
"mini fridge", | |
"fire extinguisher", | |
"ball", | |
"hat", | |
"shower curtain rod", | |
"water cooler", | |
"paper cutter", | |
"tray", | |
"shower door", | |
"pillar", | |
"ledge", | |
"toaster oven", | |
"mouse", | |
"toilet seat cover dispenser", | |
"furniture", | |
"cart", | |
"storage container", | |
"scale", | |
"tissue box", | |
"light switch", | |
"crate", | |
"power outlet", | |
"decoration", | |
"sign", | |
"projector", | |
"closet door", | |
"vacuum cleaner", | |
"candle", | |
"plunger", | |
"stuffed animal", | |
"headphones", | |
"dish rack", | |
"broom", | |
"guitar case", | |
"range hood", | |
"dustpan", | |
"hair dryer", | |
"water bottle", | |
"handicap bar", | |
"purse", | |
"vent", | |
"shower floor", | |
"water pitcher", | |
"mailbox", | |
"bowl", | |
"paper bag", | |
"alarm clock", | |
"music stand", | |
"projector screen", | |
"divider", | |
"laundry detergent", | |
"bathroom counter", | |
"object", | |
"bathroom vanity", | |
"closet wall", | |
"laundry hamper", | |
"bathroom stall door", | |
"ceiling light", | |
"trash bin", | |
"dumbbell", | |
"stair rail", | |
"tube", | |
"bathroom cabinet", | |
"cd case", | |
"closet rod", | |
"coffee kettle", | |
"structure", | |
"shower head", | |
"keyboard piano", | |
"case of water bottles", | |
"coat rack", | |
"storage organizer", | |
"folded chair", | |
"fire alarm", | |
"power strip", | |
"calendar", | |
"poster", | |
"potted plant", | |
"luggage", | |
"mattress", | |
) | |
SCANNET_COLOR_MAP_200 = { | |
0: (0.0, 0.0, 0.0), | |
1: (174.0, 199.0, 232.0), | |
2: (188.0, 189.0, 34.0), | |
3: (152.0, 223.0, 138.0), | |
4: (255.0, 152.0, 150.0), | |
5: (214.0, 39.0, 40.0), | |
6: (91.0, 135.0, 229.0), | |
7: (31.0, 119.0, 180.0), | |
8: (229.0, 91.0, 104.0), | |
9: (247.0, 182.0, 210.0), | |
10: (91.0, 229.0, 110.0), | |
11: (255.0, 187.0, 120.0), | |
13: (141.0, 91.0, 229.0), | |
14: (112.0, 128.0, 144.0), | |
15: (196.0, 156.0, 148.0), | |
16: (197.0, 176.0, 213.0), | |
17: (44.0, 160.0, 44.0), | |
18: (148.0, 103.0, 189.0), | |
19: (229.0, 91.0, 223.0), | |
21: (219.0, 219.0, 141.0), | |
22: (192.0, 229.0, 91.0), | |
23: (88.0, 218.0, 137.0), | |
24: (58.0, 98.0, 137.0), | |
26: (177.0, 82.0, 239.0), | |
27: (255.0, 127.0, 14.0), | |
28: (237.0, 204.0, 37.0), | |
29: (41.0, 206.0, 32.0), | |
31: (62.0, 143.0, 148.0), | |
32: (34.0, 14.0, 130.0), | |
33: (143.0, 45.0, 115.0), | |
34: (137.0, 63.0, 14.0), | |
35: (23.0, 190.0, 207.0), | |
36: (16.0, 212.0, 139.0), | |
38: (90.0, 119.0, 201.0), | |
39: (125.0, 30.0, 141.0), | |
40: (150.0, 53.0, 56.0), | |
41: (186.0, 197.0, 62.0), | |
42: (227.0, 119.0, 194.0), | |
44: (38.0, 100.0, 128.0), | |
45: (120.0, 31.0, 243.0), | |
46: (154.0, 59.0, 103.0), | |
47: (169.0, 137.0, 78.0), | |
48: (143.0, 245.0, 111.0), | |
49: (37.0, 230.0, 205.0), | |
50: (14.0, 16.0, 155.0), | |
51: (196.0, 51.0, 182.0), | |
52: (237.0, 80.0, 38.0), | |
54: (138.0, 175.0, 62.0), | |
55: (158.0, 218.0, 229.0), | |
56: (38.0, 96.0, 167.0), | |
57: (190.0, 77.0, 246.0), | |
58: (208.0, 49.0, 84.0), | |
59: (208.0, 193.0, 72.0), | |
62: (55.0, 220.0, 57.0), | |
63: (10.0, 125.0, 140.0), | |
64: (76.0, 38.0, 202.0), | |
65: (191.0, 28.0, 135.0), | |
66: (211.0, 120.0, 42.0), | |
67: (118.0, 174.0, 76.0), | |
68: (17.0, 242.0, 171.0), | |
69: (20.0, 65.0, 247.0), | |
70: (208.0, 61.0, 222.0), | |
71: (162.0, 62.0, 60.0), | |
72: (210.0, 235.0, 62.0), | |
73: (45.0, 152.0, 72.0), | |
74: (35.0, 107.0, 149.0), | |
75: (160.0, 89.0, 237.0), | |
76: (227.0, 56.0, 125.0), | |
77: (169.0, 143.0, 81.0), | |
78: (42.0, 143.0, 20.0), | |
79: (25.0, 160.0, 151.0), | |
80: (82.0, 75.0, 227.0), | |
82: (253.0, 59.0, 222.0), | |
84: (240.0, 130.0, 89.0), | |
86: (123.0, 172.0, 47.0), | |
87: (71.0, 194.0, 133.0), | |
88: (24.0, 94.0, 205.0), | |
89: (134.0, 16.0, 179.0), | |
90: (159.0, 32.0, 52.0), | |
93: (213.0, 208.0, 88.0), | |
95: (64.0, 158.0, 70.0), | |
96: (18.0, 163.0, 194.0), | |
97: (65.0, 29.0, 153.0), | |
98: (177.0, 10.0, 109.0), | |
99: (152.0, 83.0, 7.0), | |
100: (83.0, 175.0, 30.0), | |
101: (18.0, 199.0, 153.0), | |
102: (61.0, 81.0, 208.0), | |
103: (213.0, 85.0, 216.0), | |
104: (170.0, 53.0, 42.0), | |
105: (161.0, 192.0, 38.0), | |
106: (23.0, 241.0, 91.0), | |
107: (12.0, 103.0, 170.0), | |
110: (151.0, 41.0, 245.0), | |
112: (133.0, 51.0, 80.0), | |
115: (184.0, 162.0, 91.0), | |
116: (50.0, 138.0, 38.0), | |
118: (31.0, 237.0, 236.0), | |
120: (39.0, 19.0, 208.0), | |
121: (223.0, 27.0, 180.0), | |
122: (254.0, 141.0, 85.0), | |
125: (97.0, 144.0, 39.0), | |
128: (106.0, 231.0, 176.0), | |
130: (12.0, 61.0, 162.0), | |
131: (124.0, 66.0, 140.0), | |
132: (137.0, 66.0, 73.0), | |
134: (250.0, 253.0, 26.0), | |
136: (55.0, 191.0, 73.0), | |
138: (60.0, 126.0, 146.0), | |
139: (153.0, 108.0, 234.0), | |
140: (184.0, 58.0, 125.0), | |
141: (135.0, 84.0, 14.0), | |
145: (139.0, 248.0, 91.0), | |
148: (53.0, 200.0, 172.0), | |
154: (63.0, 69.0, 134.0), | |
155: (190.0, 75.0, 186.0), | |
156: (127.0, 63.0, 52.0), | |
157: (141.0, 182.0, 25.0), | |
159: (56.0, 144.0, 89.0), | |
161: (64.0, 160.0, 250.0), | |
163: (182.0, 86.0, 245.0), | |
165: (139.0, 18.0, 53.0), | |
166: (134.0, 120.0, 54.0), | |
168: (49.0, 165.0, 42.0), | |
169: (51.0, 128.0, 133.0), | |
170: (44.0, 21.0, 163.0), | |
177: (232.0, 93.0, 193.0), | |
180: (176.0, 102.0, 54.0), | |
185: (116.0, 217.0, 17.0), | |
188: (54.0, 209.0, 150.0), | |
191: (60.0, 99.0, 204.0), | |
193: (129.0, 43.0, 144.0), | |
195: (252.0, 100.0, 106.0), | |
202: (187.0, 196.0, 73.0), | |
208: (13.0, 158.0, 40.0), | |
213: (52.0, 122.0, 152.0), | |
214: (128.0, 76.0, 202.0), | |
221: (187.0, 50.0, 115.0), | |
229: (180.0, 141.0, 71.0), | |
230: (77.0, 208.0, 35.0), | |
232: (72.0, 183.0, 168.0), | |
233: (97.0, 99.0, 203.0), | |
242: (172.0, 22.0, 158.0), | |
250: (155.0, 64.0, 40.0), | |
261: (118.0, 159.0, 30.0), | |
264: (69.0, 252.0, 148.0), | |
276: (45.0, 103.0, 173.0), | |
283: (111.0, 38.0, 149.0), | |
286: (184.0, 9.0, 49.0), | |
300: (188.0, 174.0, 67.0), | |
304: (53.0, 206.0, 53.0), | |
312: (97.0, 235.0, 252.0), | |
323: (66.0, 32.0, 182.0), | |
325: (236.0, 114.0, 195.0), | |
331: (241.0, 154.0, 83.0), | |
342: (133.0, 240.0, 52.0), | |
356: (16.0, 205.0, 144.0), | |
370: (75.0, 101.0, 198.0), | |
392: (237.0, 95.0, 251.0), | |
395: (191.0, 52.0, 49.0), | |
399: (227.0, 254.0, 54.0), | |
408: (49.0, 206.0, 87.0), | |
417: (48.0, 113.0, 150.0), | |
488: (125.0, 73.0, 182.0), | |
540: (229.0, 32.0, 114.0), | |
562: (158.0, 119.0, 28.0), | |
570: (60.0, 205.0, 27.0), | |
572: (18.0, 215.0, 201.0), | |
581: (79.0, 76.0, 153.0), | |
609: (134.0, 13.0, 116.0), | |
748: (192.0, 97.0, 63.0), | |
776: (108.0, 163.0, 18.0), | |
1156: (95.0, 220.0, 156.0), | |
1163: (98.0, 141.0, 208.0), | |
1164: (144.0, 19.0, 193.0), | |
1165: (166.0, 36.0, 57.0), | |
1166: (212.0, 202.0, 34.0), | |
1167: (23.0, 206.0, 34.0), | |
1168: (91.0, 211.0, 236.0), | |
1169: (79.0, 55.0, 137.0), | |
1170: (182.0, 19.0, 117.0), | |
1171: (134.0, 76.0, 14.0), | |
1172: (87.0, 185.0, 28.0), | |
1173: (82.0, 224.0, 187.0), | |
1174: (92.0, 110.0, 214.0), | |
1175: (168.0, 80.0, 171.0), | |
1176: (197.0, 63.0, 51.0), | |
1178: (175.0, 199.0, 77.0), | |
1179: (62.0, 180.0, 98.0), | |
1180: (8.0, 91.0, 150.0), | |
1181: (77.0, 15.0, 130.0), | |
1182: (154.0, 65.0, 96.0), | |
1183: (197.0, 152.0, 11.0), | |
1184: (59.0, 155.0, 45.0), | |
1185: (12.0, 147.0, 145.0), | |
1186: (54.0, 35.0, 219.0), | |
1187: (210.0, 73.0, 181.0), | |
1188: (221.0, 124.0, 77.0), | |
1189: (149.0, 214.0, 66.0), | |
1190: (72.0, 185.0, 134.0), | |
1191: (42.0, 94.0, 198.0), | |
} | |
# For instance segmentation the non-object categories | |
VALID_PANOPTIC_IDS = (1, 3) | |
CLASS_LABELS_PANOPTIC = ("wall", "floor") | |