|
{ |
|
"architectures": [ |
|
"SegformerForImageSegmentation" |
|
], |
|
"attention_probs_dropout_prob": 0.0, |
|
"classifier_dropout_prob": 0.1, |
|
"decoder_hidden_size": 768, |
|
"depths": [ |
|
3, |
|
4, |
|
18, |
|
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": "road", |
|
"1": "sidewalk", |
|
"2": "building", |
|
"3": "wall", |
|
"4": "fence", |
|
"5": "pole", |
|
"6": "traffic light", |
|
"7": "traffic sign", |
|
"8": "vegetation", |
|
"9": "terrain", |
|
"10": "sky", |
|
"11": "person", |
|
"12": "rider", |
|
"13": "car", |
|
"14": "truck", |
|
"15": "bus", |
|
"16": "train", |
|
"17": "motorcycle", |
|
"18": "bicycle" |
|
}, |
|
"image_size": 224, |
|
"initializer_range": 0.02, |
|
"label2id": { |
|
"bicycle": 18, |
|
"building": 2, |
|
"bus": 15, |
|
"car": 13, |
|
"fence": 4, |
|
"motorcycle": 17, |
|
"person": 11, |
|
"pole": 5, |
|
"rider": 12, |
|
"road": 0, |
|
"sidewalk": 1, |
|
"sky": 10, |
|
"terrain": 9, |
|
"traffic light": 6, |
|
"traffic sign": 7, |
|
"train": 16, |
|
"truck": 14, |
|
"vegetation": 8, |
|
"wall": 3 |
|
}, |
|
"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, |
|
"sr_ratios": [ |
|
8, |
|
4, |
|
2, |
|
1 |
|
], |
|
"strides": [ |
|
4, |
|
2, |
|
2, |
|
2 |
|
], |
|
"torch_dtype": "float32", |
|
"transformers_version": "4.12.0.dev0" |
|
} |
|
|