|
{
|
|
"_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": "4.41.1"
|
|
}
|
|
|