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{
"inputs": [
"images"
],
"modules": {
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"config": {
"args": {
"leakyRelu": false,
"nc": 1,
"nh": 256
}
},
"type": "DeepTextRecognition.CustomCNNv1"
},
"permute": {
"config": {
"args": {
"dims": [
2,
0,
1
]
}
},
"type": "DeepTextRecognition.PermuteModule"
},
"permute_2": {
"config": {
"args": {
"dims": [
1,
0,
2
]
}
},
"type": "DeepTextRecognition.PermuteModule"
},
"processing": {
"config": {
"args": {
"channels_size": 1,
"image_size": [
32,
100
],
"normalize": [
0.5,
0.5
],
"padding": "none",
"resize_method": "bilinear"
}
},
"type": "DeepTextRecognition.ImageProcessor"
},
"sequence_modeling": {
"config": {
"args": {
"hidden_sizes": [
256
],
"input_size": 512,
"output_size": 37,
"use_sequence_first": true
}
},
"type": "DeepTextRecognition.BiLSTMModel"
},
"squeeze": {
"config": {
"args": {
"dim": 2
}
},
"type": "DeepTextRecognition.SqueezeModule"
},
"tokenizer": {
"config": {
"args": {
"characters": [
"0",
"1",
"2",
"3",
"4",
"5",
"6",
"7",
"8",
"9",
"a",
"b",
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"d",
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"g",
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"i",
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"u",
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"w",
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],
"max_length": 25
}
},
"type": "DeepTextRecognition.CTCTokenizer"
}
},
"order": [
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"feature_extraction",
"squeeze",
"permute",
"sequence_modeling",
"permute_2",
"tokenizer"
],
"outputs": [
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],
"routing": {
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"inputs": [
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],
"outputs": [
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]
},
"permute": {
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],
"outputs": [
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]
},
"permute_2": {
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],
"outputs": [
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]
},
"processing": {
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],
"outputs": [
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]
},
"sequence_modeling": {
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],
"outputs": [
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]
},
"squeeze": {
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],
"outputs": [
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]
},
"tokenizer": {
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],
"outputs": [
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]
}
}
}
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