RUGD-Segformer / config.json
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{
"_name_or_path": "nvidia/segformer-b5-finetuned-ade-640-640",
"architectures": [
"SegformerForSemanticSegmentation"
],
"attention_probs_dropout_prob": 0.0,
"classifier_dropout_prob": 0.1,
"decoder_hidden_size": 768,
"depths": [
3,
6,
40,
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": "void",
"1": "dirt",
"2": "sand",
"3": "grass",
"4": "tree",
"5": "pole",
"6": "water",
"7": "sky",
"8": "vehicle",
"9": "container/generic-object",
"10": "asphalt",
"11": "gravel",
"12": "building",
"13": "mulch",
"14": "rock-bed",
"15": "log",
"16": "bicycle",
"17": "person",
"18": "fence",
"19": "bush",
"20": "sign",
"21": "rock",
"22": "bridge",
"23": "concrete",
"24": "picnic-table"
},
"image_size": 224,
"initializer_range": 0.02,
"label2id": {
"asphalt": 10,
"bicycle": 16,
"bridge": 22,
"building": 12,
"bush": 19,
"concrete": 23,
"container/generic-object": 9,
"dirt": 1,
"fence": 18,
"grass": 3,
"gravel": 11,
"log": 15,
"mulch": 13,
"person": 17,
"picnic-table": 24,
"pole": 5,
"rock": 21,
"rock-bed": 14,
"sand": 2,
"sign": 20,
"sky": 7,
"tree": 4,
"vehicle": 8,
"void": 0,
"water": 6
},
"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": "4.44.2"
}