UKLandcoverTransformer / config.json
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{
"_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": {
"1": "Deciduous woodland",
"2": "Coniferous woodland",
"3": "Arable",
"4": "Improve grassland",
"5": "Neutral grassland",
"6": "Calcareous grassland",
"7": "Acid grassland",
"8": "Fen",
"9": "Heather",
"10": "Heather grassland",
"11": "Bog",
"12": "Inland rock",
"13": "Saltwater",
"14": "Freshwater",
"15": "Supralittoral rock",
"16": "Supralittoral sediment",
"17": "Littoral rock",
"18": "Littoral sediment",
"19": "Saltmarsh",
"20": "Urban",
"21": "Suburban"
},
"image_size": 224,
"initializer_range": 0.02,
"label2id": {
"Acid grassland": 7,
"Arable": 3,
"Bog": 11,
"Calcareous grassland": 6,
"Coniferous woodland": 2,
"Deciduous woodland": 1,
"Fen": 8,
"Freshwater": 14,
"Heather": 9,
"Heather grassland": 10,
"Improve grassland": 4,
"Inland rock": 12,
"Littoral rock": 17,
"Littoral sediment": 18,
"Neutral grassland": 5,
"Saltmarsh": 19,
"Saltwater": 13,
"Suburban": 21,
"Supralittoral rock": 15,
"Supralittoral sediment": 16,
"Urban": 20
},
"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": "4.49.0"
}