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akahana
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asl-vit

Image Classification
Transformers
PyTorch
Safetensors
vit
Model card Files
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 Community
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Files changed (4) hide show
  1. config.json +84 -0
  2. logs.txt +36 -0
  3. preprocessor_config.json +17 -0
  4. pytorch_model.bin +3 -0
config.json ADDED
@@ -0,0 +1,84 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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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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+ "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": "A",
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+ "1": "B",
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+ "10": "K",
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+ "11": "L",
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+ "12": "M",
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+ "13": "N",
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+ "14": "O",
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+ "15": "P",
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+ "16": "Q",
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+ "17": "R",
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+ "18": "S",
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+ "19": "T",
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+ "2": "C",
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+ "20": "U",
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+ "21": "V",
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+ "22": "W",
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+ "23": "X",
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+ "24": "Y",
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+ "25": "Z",
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+ "26": "del",
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+ "27": "nothing",
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+ "28": "space",
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+ "3": "D",
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+ "4": "E",
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+ "5": "F",
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+ "6": "G",
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+ "7": "H",
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+ "8": "I",
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+ "9": "J"
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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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+ "A": "0",
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+ "B": "1",
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+ "C": "2",
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+ "D": "3",
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+ "E": "4",
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+ "F": "5",
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+ "G": "6",
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+ "H": "7",
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+ "I": "8",
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+ "J": "9",
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+ "K": "10",
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+ "L": "11",
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+ "M": "12",
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+ "N": "13",
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+ "O": "14",
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+ "P": "15",
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+ "Q": "16",
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+ "R": "17",
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+ "S": "18",
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+ "T": "19",
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+ "U": "20",
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+ "V": "21",
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+ "W": "22",
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+ "X": "23",
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+ "Y": "24",
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+ "Z": "25",
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+ "del": "26",
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+ "nothing": "27",
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+ "space": "28"
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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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+ "qkv_bias": true,
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+ "torch_dtype": "float32",
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+ "transformers_version": "4.15.0"
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+ }
logs.txt ADDED
@@ -0,0 +1,36 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ precision recall f1-score support
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+
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+ A 1.0000 1.0000 1.0000 869
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+ B 1.0000 1.0000 1.0000 938
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+ C 1.0000 1.0000 1.0000 829
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+ D 1.0000 1.0000 1.0000 916
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+ E 1.0000 1.0000 1.0000 855
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+ F 1.0000 1.0000 1.0000 897
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+ G 1.0000 1.0000 1.0000 916
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+ H 1.0000 1.0000 1.0000 896
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+ I 1.0000 1.0000 1.0000 905
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+ J 1.0000 1.0000 1.0000 928
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+ K 1.0000 1.0000 1.0000 924
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+ L 1.0000 1.0000 1.0000 915
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+ M 1.0000 1.0000 1.0000 860
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+ N 1.0000 1.0000 1.0000 893
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+ O 1.0000 1.0000 1.0000 898
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+ P 1.0000 1.0000 1.0000 920
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+ Q 1.0000 1.0000 1.0000 886
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+ R 1.0000 1.0000 1.0000 954
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+ S 1.0000 1.0000 1.0000 887
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+ T 1.0000 1.0000 1.0000 889
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+ U 1.0000 1.0000 1.0000 909
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+ V 1.0000 1.0000 1.0000 917
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+ W 1.0000 1.0000 1.0000 902
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+ X 1.0000 1.0000 1.0000 933
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+ Y 1.0000 1.0000 1.0000 842
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+ Z 1.0000 1.0000 1.0000 946
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+ del 1.0000 1.0000 1.0000 919
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+ nothing 1.0000 1.0000 1.0000 862
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+ space 1.0000 1.0000 1.0000 896
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+
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+ accuracy 1.0000 26101
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+ macro avg 1.0000 1.0000 1.0000 26101
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+ weighted avg 1.0000 1.0000 1.0000 26101
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+
preprocessor_config.json ADDED
@@ -0,0 +1,17 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "do_normalize": true,
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+ "do_resize": true,
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+ "feature_extractor_type": "ViTFeatureExtractor",
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+ "image_mean": [
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+ 0.5,
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+ 0.5,
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+ 0.5
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+ ],
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+ "image_std": [
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+ 0.5,
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+ 0.5,
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+ 0.5
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+ ],
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+ "resample": 2,
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+ "size": 224
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+ }
pytorch_model.bin ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:fdefe5232453aa6aa1aa98fdcb96edf7bbaa1fa274c4cde11b1d600fb5ed39af
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+ size 343362865