dino_paraistic-vit / config.json
Abdelkareem's picture
Upload Dinov2ForImageClassification
a0f6648 verified
{
"_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": "Ascaris lumbricoides",
"1": "Capillaria philippinensis",
"2": "Enterobius vermicularis",
"3": "Fasciolopsis buski",
"4": "Hookworm egg",
"5": "Hymenolepis diminuta",
"6": "Hymenolepis nana",
"7": "Opisthorchis viverrine",
"8": "Paragonimus spp",
"9": "Taenia spp. egg",
"10": "Trichuris trichiura"
},
"image_size": 518,
"initializer_range": 0.02,
"label2id": {
"Ascaris lumbricoides": 0,
"Capillaria philippinensis": 1,
"Enterobius vermicularis": 2,
"Fasciolopsis buski": 3,
"Hookworm egg": 4,
"Hymenolepis diminuta": 5,
"Hymenolepis nana": 6,
"Opisthorchis viverrine": 7,
"Paragonimus spp": 8,
"Taenia spp. egg": 9,
"Trichuris trichiura": 10
},
"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": "4.42.3",
"use_swiglu_ffn": false
}