|
{ |
|
"_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" |
|
} |
|
|