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  1. config.json +50 -0
  2. preprocessor_config.json +50 -0
  3. pytorch_model.bin +3 -0
config.json ADDED
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+ {
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+ "_name_or_path": "google/vit-base-patch16-224-in21k",
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+ "architectures": [
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+ "ViTForImageClassification"
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+ ],
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+ "attention_probs_dropout_prob": 0.0,
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+ "encoder_stride": 16,
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+ "hidden_act": "gelu",
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+ "hidden_dropout_prob": 0.0,
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+ "hidden_size": 768,
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+ "id2label": {
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+ "0": "concentrator_broken",
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+ "1": "faultyopening",
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+ "2": "insectscreen_check",
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+ "3": "pedal_malfunction",
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+ "4": "sink_damage",
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+ "5": "tile_damage",
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+ "6": "toilet_damage",
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+ "7": "wall_contamination",
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+ "8": "wall_crack",
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+ "9": "wall_peeloff",
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+ "10": "waterleak"
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+ },
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+ "image_size": 224,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 3072,
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+ "label2id": {
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+ "concentrator_broken": 0,
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+ "faultyopening": 1,
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+ "waterleak": 10,
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+ "insectscreen_check": 2,
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+ "pedal_malfunction": 3,
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+ "sink_damage": 4,
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+ "tile_damage": 5,
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+ "toilet_damage": 6,
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+ "wall_contaminatio": 7,
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+ "wall_crack": 8,
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+ "LABEL_9": 9
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+ },
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+ "layer_norm_eps": 1e-12,
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+ "model_type": "vit",
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+ "num_attention_heads": 12,
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+ "num_channels": 3,
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+ "num_hidden_layers": 12,
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+ "patch_size": 16,
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+ "problem_type": "single_label_classification",
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+ "qkv_bias": true,
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+ "torch_dtype": "float32",
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+ "transformers_version": "4.34.1"
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+ }
preprocessor_config.json ADDED
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+ {
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+ "_name_or_path": "google/vit-base-patch16-224-in21k",
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+ "architectures": [
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+ "ViTForImageClassification"
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+ ],
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+ "attention_probs_dropout_prob": 0.0,
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+ "encoder_stride": 16,
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+ "hidden_act": "gelu",
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+ "hidden_dropout_prob": 0.0,
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+ "hidden_size": 768,
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+ "id2label": {
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+ "0": "concentrator_broken",
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+ "1": "faultyopening",
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+ "2": "insectscreen_check",
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+ "3": "pedal_malfunction",
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+ "4": "sink_damage",
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+ "5": "tile_damage",
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+ "6": "toilet_damage",
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+ "7": "wall_contamination",
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+ "8": "wall_crack",
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+ "9": "wall_peeloff",
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+ "10": "waterleak"
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+ },
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+ "image_size": 224,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 3072,
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+ "label2id": {
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+ "concentrator_broken": 0,
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+ "faultyopening": 1,
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+ "waterleak": 10,
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+ "insectscreen_check": 2,
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+ "pedal_malfunction": 3,
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+ "sink_damage": 4,
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+ "tile_damage": 5,
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+ "toilet_damage": 6,
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+ "wall_contamination": 7,
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+ "wall_crack": 8,
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+ "wall_peeloff": 9
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+ },
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+ "layer_norm_eps": 1e-12,
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+ "model_type": "vit",
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+ "num_attention_heads": 12,
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+ "num_channels": 3,
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+ "num_hidden_layers": 12,
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+ "patch_size": 16,
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+ "problem_type": "single_label_classification",
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+ "qkv_bias": true,
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+ "torch_dtype": "float32",
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+ "transformers_version": "4.33.1"
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+ }
pytorch_model.bin ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ size 343294058