|
{ |
|
"_name_or_path": "nvidia/mit-b4", |
|
"architectures": [ |
|
"SegformerForSemanticSegmentation" |
|
], |
|
"attention_probs_dropout_prob": 0.0, |
|
"classifier_dropout_prob": 0.1, |
|
"decoder_hidden_size": 768, |
|
"depths": [ |
|
3, |
|
8, |
|
27, |
|
3 |
|
], |
|
"downsampling_rates": [ |
|
1, |
|
4, |
|
8, |
|
16 |
|
], |
|
"drop_path_rate": 0.1, |
|
"hidden_act": "gelu", |
|
"hidden_dropout_prob": 0.0, |
|
"hidden_sizes": [ |
|
64, |
|
128, |
|
320, |
|
512 |
|
], |
|
"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": "4.17.0" |
|
} |
|
|