| { |
| "_name_or_path": "facebook/convnext-tiny-224", |
| "architectures": [ |
| "ConvNextForImageClassification" |
| ], |
| "depths": [ |
| 3, |
| 3, |
| 9, |
| 3 |
| ], |
| "drop_path_rate": 0.0, |
| "hidden_act": "gelu", |
| "hidden_sizes": [ |
| 96, |
| 192, |
| 384, |
| 768 |
| ], |
| "id2label": { |
| "0": "acanthosis_nigricans", |
| "1": "acne", |
| "2": "acne_vulgaris", |
| "3": "acquired_autoimmune_bullous_diseaseherpes_gestationis", |
| "4": "acrodermatitis_enteropathica", |
| "5": "actinic_keratosis", |
| "6": "allergic_contact_dermatitis", |
| "7": "aplasia_cutis", |
| "8": "basal_cell_carcinoma", |
| "9": "basal_cell_carcinoma_morpheiform", |
| "10": "becker_nevus", |
| "11": "behcets_disease", |
| "12": "calcinosis_cutis", |
| "13": "cheilitis", |
| "14": "congenital_nevus", |
| "15": "dariers_disease", |
| "16": "dermatofibroma", |
| "17": "dermatomyositis", |
| "18": "disseminated_actinic_porokeratosis", |
| "19": "drug_eruption", |
| "20": "drug_induced_pigmentary_changes", |
| "21": "dyshidrotic_eczema", |
| "22": "eczema", |
| "23": "ehlers_danlos_syndrome", |
| "24": "epidermal_nevus", |
| "25": "epidermolysis_bullosa", |
| "26": "erythema_annulare_centrifigum", |
| "27": "erythema_elevatum_diutinum", |
| "28": "erythema_multiforme", |
| "29": "erythema_nodosum", |
| "30": "factitial_dermatitis", |
| "31": "fixed_eruptions", |
| "32": "folliculitis", |
| "33": "fordyce_spots", |
| "34": "granuloma_annulare", |
| "35": "granuloma_pyogenic", |
| "36": "hailey_hailey_disease", |
| "37": "halo_nevus", |
| "38": "hidradenitis", |
| "39": "ichthyosis_vulgaris", |
| "40": "incontinentia_pigmenti", |
| "41": "juvenile_xanthogranuloma", |
| "42": "kaposi_sarcoma", |
| "43": "keloid", |
| "44": "keratosis_pilaris", |
| "45": "langerhans_cell_histiocytosis", |
| "46": "lentigo_maligna", |
| "47": "lichen_amyloidosis", |
| "48": "lichen_planus", |
| "49": "lichen_simplex", |
| "50": "livedo_reticularis", |
| "51": "lupus_erythematosus", |
| "52": "lupus_subacute", |
| "53": "lyme_disease", |
| "54": "lymphangioma", |
| "55": "malignant_melanoma", |
| "56": "melanoma", |
| "57": "milia", |
| "58": "mucinosis", |
| "59": "mucous_cyst", |
| "60": "mycosis_fungoides", |
| "61": "myiasis", |
| "62": "naevus_comedonicus", |
| "63": "necrobiosis_lipoidica", |
| "64": "nematode_infection", |
| "65": "neurodermatitis", |
| "66": "neurofibromatosis", |
| "67": "neurotic_excoriations", |
| "68": "neutrophilic_dermatoses", |
| "69": "nevocytic_nevus", |
| "70": "nevus_sebaceous_of_jadassohn", |
| "71": "papilomatosis_confluentes_and_reticulate" |
| }, |
| "image_size": 224, |
| "initializer_range": 0.02, |
| "label2id": { |
| "acanthosis_nigricans": 0, |
| "acne": 1, |
| "acne_vulgaris": 2, |
| "acquired_autoimmune_bullous_diseaseherpes_gestationis": 3, |
| "acrodermatitis_enteropathica": 4, |
| "actinic_keratosis": 5, |
| "allergic_contact_dermatitis": 6, |
| "aplasia_cutis": 7, |
| "basal_cell_carcinoma": 8, |
| "basal_cell_carcinoma_morpheiform": 9, |
| "becker_nevus": 10, |
| "behcets_disease": 11, |
| "calcinosis_cutis": 12, |
| "cheilitis": 13, |
| "congenital_nevus": 14, |
| "dariers_disease": 15, |
| "dermatofibroma": 16, |
| "dermatomyositis": 17, |
| "disseminated_actinic_porokeratosis": 18, |
| "drug_eruption": 19, |
| "drug_induced_pigmentary_changes": 20, |
| "dyshidrotic_eczema": 21, |
| "eczema": 22, |
| "ehlers_danlos_syndrome": 23, |
| "epidermal_nevus": 24, |
| "epidermolysis_bullosa": 25, |
| "erythema_annulare_centrifigum": 26, |
| "erythema_elevatum_diutinum": 27, |
| "erythema_multiforme": 28, |
| "erythema_nodosum": 29, |
| "factitial_dermatitis": 30, |
| "fixed_eruptions": 31, |
| "folliculitis": 32, |
| "fordyce_spots": 33, |
| "granuloma_annulare": 34, |
| "granuloma_pyogenic": 35, |
| "hailey_hailey_disease": 36, |
| "halo_nevus": 37, |
| "hidradenitis": 38, |
| "ichthyosis_vulgaris": 39, |
| "incontinentia_pigmenti": 40, |
| "juvenile_xanthogranuloma": 41, |
| "kaposi_sarcoma": 42, |
| "keloid": 43, |
| "keratosis_pilaris": 44, |
| "langerhans_cell_histiocytosis": 45, |
| "lentigo_maligna": 46, |
| "lichen_amyloidosis": 47, |
| "lichen_planus": 48, |
| "lichen_simplex": 49, |
| "livedo_reticularis": 50, |
| "lupus_erythematosus": 51, |
| "lupus_subacute": 52, |
| "lyme_disease": 53, |
| "lymphangioma": 54, |
| "malignant_melanoma": 55, |
| "melanoma": 56, |
| "milia": 57, |
| "mucinosis": 58, |
| "mucous_cyst": 59, |
| "mycosis_fungoides": 60, |
| "myiasis": 61, |
| "naevus_comedonicus": 62, |
| "necrobiosis_lipoidica": 63, |
| "nematode_infection": 64, |
| "neurodermatitis": 65, |
| "neurofibromatosis": 66, |
| "neurotic_excoriations": 67, |
| "neutrophilic_dermatoses": 68, |
| "nevocytic_nevus": 69, |
| "nevus_sebaceous_of_jadassohn": 70, |
| "papilomatosis_confluentes_and_reticulate": 71 |
| }, |
| "layer_norm_eps": 1e-12, |
| "layer_scale_init_value": 1e-06, |
| "model_type": "convnext", |
| "num_channels": 3, |
| "num_stages": 4, |
| "out_features": [ |
| "stage4" |
| ], |
| "out_indices": [ |
| 4 |
| ], |
| "patch_size": 4, |
| "problem_type": "single_label_classification", |
| "stage_names": [ |
| "stem", |
| "stage1", |
| "stage2", |
| "stage3", |
| "stage4" |
| ], |
| "torch_dtype": "float32", |
| "transformers_version": "4.49.0" |
| } |
|
|
