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Upload SegformerForSemanticSegmentation
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{
"_name_or_path": "nvidia/mit-b5",
"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": "unlabeled",
"1": "paved-area",
"2": "dirt",
"3": "grass",
"4": "gravel",
"5": "water",
"6": "rocks",
"7": "pool",
"8": "vegetation",
"9": "roof",
"10": "wall",
"11": "window",
"12": "door",
"13": "fence",
"14": "fence-pole",
"15": "person",
"16": "dog",
"17": "car",
"18": "bicycle",
"19": "tree",
"20": "bald-tree",
"21": "ar-marker",
"22": "obstacle",
"23": "conflicting"
},
"image_size": 224,
"initializer_range": 0.02,
"label2id": {
"ar-marker": 21,
"bald-tree": 20,
"bicycle": 18,
"car": 17,
"conflicting": 23,
"dirt": 2,
"dog": 16,
"door": 12,
"fence": 13,
"fence-pole": 14,
"grass": 3,
"gravel": 4,
"obstacle": 22,
"paved-area": 1,
"person": 15,
"pool": 7,
"rocks": 6,
"roof": 9,
"tree": 19,
"unlabeled": 0,
"vegetation": 8,
"wall": 10,
"water": 5,
"window": 11
},
"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": "4.29.2"
}