segformer-b3-final / config.json
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{
"_name_or_path": "nvidia/mit-b3",
"architectures": [
"SegformerForSemanticSegmentation"
],
"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": "unlabeled",
"1": "Pizza",
"2": "Apple",
"3": "Brownie",
"4": "Lettuce",
"5": "Pasta",
"6": "Sweet Potato Fries",
"7": "Beans",
"8": "Beef",
"9": "Bread",
"10": "Cake",
"11": "Chicken",
"12": "Corn",
"13": "Green_bean",
"14": "Hot_dog_bun",
"15": "Pork",
"16": "Potato",
"17": "Rice",
"18": "Plate"
},
"image_size": 224,
"initializer_range": 0.02,
"label2id": {
"Apple": 2,
"Beans": 7,
"Beef": 8,
"Bread": 9,
"Brownie": 3,
"Cake": 10,
"Chicken": 11,
"Corn": 12,
"Green_bean": 13,
"Hot_dog_bun": 14,
"Lettuce": 4,
"Pasta": 5,
"Pizza": 1,
"Plate": 18,
"Pork": 15,
"Potato": 16,
"Rice": 17,
"Sweet Potato Fries": 6,
"unlabeled": 0
},
"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": "4.25.1"
}