Beit-for-rice-disease / config.json
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{
"_name_or_path": "microsoft/beit-base-patch16-224-pt22k-ft22k",
"architectures": [
"BeitForImageClassification"
],
"attention_probs_dropout_prob": 0.0,
"auxiliary_channels": 256,
"auxiliary_concat_input": false,
"auxiliary_loss_weight": 0.4,
"auxiliary_num_convs": 1,
"drop_path_rate": 0.1,
"hidden_act": "gelu",
"hidden_dropout_prob": 0.0,
"hidden_size": 768,
"id2label": {
"0": "bacterial_leaf_blight",
"1": "bacterial_leaf_streak",
"2": "bakanae",
"3": "brown_spot",
"4": "grassy_stunt_virus",
"5": "healthy_rice_plant",
"6": "narrow_brown_spot",
"7": "ragged_stunt_virus",
"8": "rice_blast",
"9": "rice_false_smut",
"10": "sheath_blight",
"11": "sheath_rot",
"12": "stem_rot",
"13": "tungro_virus"
},
"image_size": 224,
"initializer_range": 0.02,
"intermediate_size": 3072,
"label2id": {
"bacterial_leaf_blight": 0,
"bacterial_leaf_streak": 1,
"bakanae": 2,
"brown_spot": 3,
"grassy_stunt_virus": 4,
"healthy_rice_plant": 5,
"narrow_brown_spot": 6,
"ragged_stunt_virus": 7,
"rice_blast": 8,
"rice_false_smut": 9,
"sheath_blight": 10,
"sheath_rot": 11,
"stem_rot": 12,
"tungro_virus": 13
},
"layer_norm_eps": 1e-12,
"layer_scale_init_value": 0.1,
"model_type": "beit",
"num_attention_heads": 12,
"num_channels": 3,
"num_hidden_layers": 12,
"out_indices": [
3,
5,
7,
11
],
"patch_size": 16,
"pool_scales": [
1,
2,
3,
6
],
"problem_type": "single_label_classification",
"semantic_loss_ignore_index": 255,
"torch_dtype": "float32",
"transformers_version": "4.28.0",
"use_absolute_position_embeddings": false,
"use_auxiliary_head": true,
"use_mask_token": false,
"use_mean_pooling": true,
"use_relative_position_bias": true,
"use_shared_relative_position_bias": false,
"vocab_size": 8192
}