{ | |
"_name_or_path": "facebook/dinov2-base", | |
"apply_layernorm": true, | |
"architectures": [ | |
"Dinov2ForImageClassification" | |
], | |
"attention_probs_dropout_prob": 0.0, | |
"drop_path_rate": 0.0, | |
"hidden_act": "gelu", | |
"hidden_dropout_prob": 0.0, | |
"hidden_size": 768, | |
"id2label": { | |
"0": "bacterial_leaf_blight", | |
"1": "brown_spot", | |
"2": "healthy", | |
"3": "leaf_blast", | |
"4": "leaf_scald", | |
"5": "narrow_brown_spot", | |
"6": "neck_blast", | |
"7": "rice_hispa", | |
"8": "sheath_blight", | |
"9": "tungro" | |
}, | |
"image_size": 518, | |
"initializer_range": 0.02, | |
"label2id": { | |
"bacterial_leaf_blight": 0, | |
"brown_spot": 1, | |
"healthy": 2, | |
"leaf_blast": 3, | |
"leaf_scald": 4, | |
"narrow_brown_spot": 5, | |
"neck_blast": 6, | |
"rice_hispa": 7, | |
"sheath_blight": 8, | |
"tungro": 9 | |
}, | |
"layer_norm_eps": 1e-06, | |
"layerscale_value": 1.0, | |
"mlp_ratio": 4, | |
"model_type": "dinov2", | |
"num_attention_heads": 12, | |
"num_channels": 3, | |
"num_hidden_layers": 12, | |
"out_features": [ | |
"stage12" | |
], | |
"out_indices": [ | |
12 | |
], | |
"patch_size": 14, | |
"problem_type": "single_label_classification", | |
"qkv_bias": true, | |
"reshape_hidden_states": true, | |
"stage_names": [ | |
"stem", | |
"stage1", | |
"stage2", | |
"stage3", | |
"stage4", | |
"stage5", | |
"stage6", | |
"stage7", | |
"stage8", | |
"stage9", | |
"stage10", | |
"stage11", | |
"stage12" | |
], | |
"torch_dtype": "float32", | |
"transformers_version": "4.46.2", | |
"use_swiglu_ffn": false | |
} | |