Hugging Face's logo

s246216
/
segformer-finetuned-sidewalk-10k-steps

Image Segmentation
Transformers
Safetensors
segformer
vision
Generated from Trainer
Inference Endpoints
Model card Files Community
segformer-finetuned-sidewalk-10k-steps
File size: 3,019 Bytes 
d1ba27f
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
 
{
  "_name_or_path": "nvidia/mit-b0",
  "architectures": [
    "SegformerForSemanticSegmentation"
  ],
  "attention_probs_dropout_prob": 0.0,
  "classifier_dropout_prob": 0.1,
  "decoder_hidden_size": 256,
  "depths": [
    2,
    2,
    2,
    2
  ],
  "downsampling_rates": [
    1,
    4,
    8,
    16
  ],
  "drop_path_rate": 0.1,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.0,
  "hidden_sizes": [
    32,
    64,
    160,
    256
  ],
  "id2label": {
    "0": "unlabeled",
    "1": "flat-road",
    "2": "flat-sidewalk",
    "3": "flat-crosswalk",
    "4": "flat-cyclinglane",
    "5": "flat-parkingdriveway",
    "6": "flat-railtrack",
    "7": "flat-curb",
    "8": "human-person",
    "9": "human-rider",
    "10": "vehicle-car",
    "11": "vehicle-truck",
    "12": "vehicle-bus",
    "13": "vehicle-tramtrain",
    "14": "vehicle-motorcycle",
    "15": "vehicle-bicycle",
    "16": "vehicle-caravan",
    "17": "vehicle-cartrailer",
    "18": "construction-building",
    "19": "construction-door",
    "20": "construction-wall",
    "21": "construction-fenceguardrail",
    "22": "construction-bridge",
    "23": "construction-tunnel",
    "24": "construction-stairs",
    "25": "object-pole",
    "26": "object-trafficsign",
    "27": "object-trafficlight",
    "28": "nature-vegetation",
    "29": "nature-terrain",
    "30": "sky",
    "31": "void-ground",
    "32": "void-dynamic",
    "33": "void-static",
    "34": "void-unclear"
  },
  "image_size": 224,
  "initializer_range": 0.02,
  "label2id": {
    "construction-bridge": "22",
    "construction-building": "18",
    "construction-door": "19",
    "construction-fenceguardrail": "21",
    "construction-stairs": "24",
    "construction-tunnel": "23",
    "construction-wall": "20",
    "flat-crosswalk": "3",
    "flat-curb": "7",
    "flat-cyclinglane": "4",
    "flat-parkingdriveway": "5",
    "flat-railtrack": "6",
    "flat-road": "1",
    "flat-sidewalk": "2",
    "human-person": "8",
    "human-rider": "9",
    "nature-terrain": "29",
    "nature-vegetation": "28",
    "object-pole": "25",
    "object-trafficlight": "27",
    "object-trafficsign": "26",
    "sky": "30",
    "unlabeled": "0",
    "vehicle-bicycle": "15",
    "vehicle-bus": "12",
    "vehicle-car": "10",
    "vehicle-caravan": "16",
    "vehicle-cartrailer": "17",
    "vehicle-motorcycle": "14",
    "vehicle-tramtrain": "13",
    "vehicle-truck": "11",
    "void-dynamic": "32",
    "void-ground": "31",
    "void-static": "33",
    "void-unclear": "34"
  },
  "layer_norm_eps": 1e-06,
  "mlp_ratios": [
    4,
    4,
    4,
    4
  ],
  "model_type": "segformer",
  "num_attention_heads": [
    1,
    2,
    5,
    8
  ],
  "num_channels": 3,
  "num_encoder_blocks": 4,
  "patch_sizes": [
    7,
    3,
    3,
    3
  ],
  "reshape_last_stage": true,
  "semantic_loss_ignore_index": 255,
  "sr_ratios": [
    8,
    4,
    2,
    1
  ],
  "strides": [
    4,
    2,
    2,
    2
  ],
  "torch_dtype": "float32",
  "transformers_version": "4.46.0.dev0"
}