{ "_name_or_path": "facebook/convnext-base-224-22k-1k", "architectures": [ "ConvNextForImageClassification" ], "depths": [ 3, 3, 27, 3 ], "drop_path_rate": 0.0, "hidden_act": "gelu", "hidden_sizes": [ 128, 256, 512, 1024 ], "id2label": { "0": "banded", "1": "blotchy", "2": "braided", "3": "bubbly", "4": "bumpy", "5": "chequered", "6": "cobwebbed", "7": "cracked", "8": "crosshatched", "9": "crystalline", "10": "dotted", "11": "fibrous", "12": "flecked", "13": "freckled", "14": "frilly", "15": "gauzy", "16": "grid", "17": "grooved", "18": "honeycombed", "19": "interlaced", "20": "knitted", "21": "lacelike", "22": "lined", "23": "marbled", "24": "matted", "25": "meshed", "26": "paisley", "27": "perforated", "28": "pitted", "29": "pleated", "30": "polka-dotted", "31": "porous", "32": "potholed", "33": "scaly", "34": "smeared", "35": "spiralled", "36": "sprinkled", "37": "stained", "38": "stratified", "39": "striped", "40": "studded", "41": "swirly", "42": "veined", "43": "waffled", "44": "woven", "45": "wrinkled", "46": "zigzagged" }, "image_size": 224, "initializer_range": 0.02, "label2id": { "banded": 0, "blotchy": 1, "braided": 2, "bubbly": 3, "bumpy": 4, "chequered": 5, "cobwebbed": 6, "cracked": 7, "crosshatched": 8, "crystalline": 9, "dotted": 10, "fibrous": 11, "flecked": 12, "freckled": 13, "frilly": 14, "gauzy": 15, "grid": 16, "grooved": 17, "honeycombed": 18, "interlaced": 19, "knitted": 20, "lacelike": 21, "lined": 22, "marbled": 23, "matted": 24, "meshed": 25, "paisley": 26, "perforated": 27, "pitted": 28, "pleated": 29, "polka-dotted": 30, "porous": 31, "potholed": 32, "scaly": 33, "smeared": 34, "spiralled": 35, "sprinkled": 36, "stained": 37, "stratified": 38, "striped": 39, "studded": 40, "swirly": 41, "veined": 42, "waffled": 43, "woven": 44, "wrinkled": 45, "zigzagged": 46 }, "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, "stage_names": [ "stem", "stage1", "stage2", "stage3", "stage4" ], "torch_dtype": "float32", "transformers_version": "4.38.2" }