{ "_name_or_path": "microsoft/swin-tiny-patch4-window7-224", "architectures": [ "SwinForImageClassification" ], "attention_probs_dropout_prob": 0.0, "depths": [ 2, 2, 6, 2 ], "drop_path_rate": 0.1, "embed_dim": 96, "encoder_stride": 32, "hidden_act": "gelu", "hidden_dropout_prob": 0.0, "hidden_size": 768, "id2label": { "0": "corrugation", "1": "corrugation flaking_multiple squat", "2": "corrugation spalling", "3": "crack", "4": "crack flaking spalling", "5": "crack flaking spalling_multiple", "6": "crack flaking spalling_multiple squat", "7": "crack flaking_multiple", "8": "crack flaking_multiple spalling squat", "9": "crack flaking_multiple spalling_multiple", "10": "crack flaking_multiple spalling_multiple squat", "11": "crack flaking_multiple spalling_multiple squat_multiple", "12": "crack flaking_multiple squat", "13": "crack spalling", "14": "crack spalling squat", "15": "crack spalling_multiple", "16": "crack spalling_multiple squat", "17": "crack spalling_multiple squat_multiple", "18": "crack squat", "19": "crack_multiple", "20": "crack_multiple flaking spalling squat", "21": "crack_multiple flaking spalling squat_multiple", "22": "crack_multiple flaking spalling_multiple", "23": "crack_multiple flaking spalling_multiple squat", "24": "crack_multiple flaking spalling_multiple squat_multiple", "25": "crack_multiple flaking_multiple", "26": "crack_multiple flaking_multiple spalling", "27": "crack_multiple flaking_multiple spalling squat", "28": "crack_multiple flaking_multiple spalling squat_multiple", "29": "crack_multiple flaking_multiple spalling_multiple", "30": "crack_multiple flaking_multiple spalling_multiple squat", "31": "crack_multiple flaking_multiple spalling_multiple squat_multiple", "32": "crack_multiple flaking_multiple squat", "33": "crack_multiple spalling", "34": "crack_multiple spalling squat", "35": "crack_multiple spalling squat_multiple", "36": "crack_multiple spalling_multiple", "37": "crack_multiple spalling_multiple squat", "38": "crack_multiple spalling_multiple squat_multiple", "39": "crack_multiple squat", "40": "crack_multiple squat_multiple", "41": "empty", "42": "flaking", "43": "flaking putus spalling_multiple", "44": "flaking spalling", "45": "flaking spalling squat", "46": "flaking spalling_multiple", "47": "flaking spalling_multiple squat", "48": "flaking squat", "49": "flaking squat_multiple", "50": "flaking_multiple", "51": "flaking_multiple spalling", "52": "flaking_multiple spalling squat", "53": "flaking_multiple spalling squat_multiple", "54": "flaking_multiple spalling_multiple", "55": "flaking_multiple spalling_multiple squat", "56": "flaking_multiple spalling_multiple squat_multiple", "57": "flaking_multiple squat", "58": "flaking_multiple squat_multiple", "59": "putus", "60": "putus spalling_multiple", "61": "spalling", "62": "spalling squat", "63": "spalling squat_multiple", "64": "spalling_multiple", "65": "spalling_multiple squat", "66": "spalling_multiple squat_multiple", "67": "squat", "68": "squat_multiple" }, "image_size": 224, "initializer_range": 0.02, "label2id": { "corrugation": 0, "corrugation flaking_multiple squat": 1, "corrugation spalling": 2, "crack": 3, "crack flaking spalling": 4, "crack flaking spalling_multiple": 5, "crack flaking spalling_multiple squat": 6, "crack flaking_multiple": 7, "crack flaking_multiple spalling squat": 8, "crack flaking_multiple spalling_multiple": 9, "crack flaking_multiple spalling_multiple squat": 10, "crack flaking_multiple spalling_multiple squat_multiple": 11, "crack flaking_multiple squat": 12, "crack spalling": 13, "crack spalling squat": 14, "crack spalling_multiple": 15, "crack spalling_multiple squat": 16, "crack spalling_multiple squat_multiple": 17, "crack squat": 18, "crack_multiple": 19, "crack_multiple flaking spalling squat": 20, "crack_multiple flaking spalling squat_multiple": 21, "crack_multiple flaking spalling_multiple": 22, "crack_multiple flaking spalling_multiple squat": 23, "crack_multiple flaking spalling_multiple squat_multiple": 24, "crack_multiple flaking_multiple": 25, "crack_multiple flaking_multiple spalling": 26, "crack_multiple flaking_multiple spalling squat": 27, "crack_multiple flaking_multiple spalling squat_multiple": 28, "crack_multiple flaking_multiple spalling_multiple": 29, "crack_multiple flaking_multiple spalling_multiple squat": 30, "crack_multiple flaking_multiple spalling_multiple squat_multiple": 31, "crack_multiple flaking_multiple squat": 32, "crack_multiple spalling": 33, "crack_multiple spalling squat": 34, "crack_multiple spalling squat_multiple": 35, "crack_multiple spalling_multiple": 36, "crack_multiple spalling_multiple squat": 37, "crack_multiple spalling_multiple squat_multiple": 38, "crack_multiple squat": 39, "crack_multiple squat_multiple": 40, "empty": 41, "flaking": 42, "flaking putus spalling_multiple": 43, "flaking spalling": 44, "flaking spalling squat": 45, "flaking spalling_multiple": 46, "flaking spalling_multiple squat": 47, "flaking squat": 48, "flaking squat_multiple": 49, "flaking_multiple": 50, "flaking_multiple spalling": 51, "flaking_multiple spalling squat": 52, "flaking_multiple spalling squat_multiple": 53, "flaking_multiple spalling_multiple": 54, "flaking_multiple spalling_multiple squat": 55, "flaking_multiple spalling_multiple squat_multiple": 56, "flaking_multiple squat": 57, "flaking_multiple squat_multiple": 58, "putus": 59, "putus spalling_multiple": 60, "spalling": 61, "spalling squat": 62, "spalling squat_multiple": 63, "spalling_multiple": 64, "spalling_multiple squat": 65, "spalling_multiple squat_multiple": 66, "squat": 67, "squat_multiple": 68 }, "layer_norm_eps": 1e-05, "mlp_ratio": 4.0, "model_type": "swin", "num_channels": 3, "num_heads": [ 3, 6, 12, 24 ], "num_layers": 4, "out_features": [ "stage4" ], "out_indices": [ 4 ], "patch_size": 4, "path_norm": true, "problem_type": "single_label_classification", "qkv_bias": true, "stage_names": [ "stem", "stage1", "stage2", "stage3", "stage4" ], "torch_dtype": "float32", "transformers_version": "4.41.2", "use_absolute_embeddings": false, "window_size": 7 }