File size: 737 Bytes
49a6cf4 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 | {
"expert_name": "numeric",
"description": "CID numbers (13 digits) and dates (DD/MM/YYYY Buddhist Era)",
"architecture": "SimpleCRNN",
"architecture_variant": "crnn",
"framework": "pytorch",
"finder_zones": [
"num_id_zone",
"num_dob_zone"
],
"finder_class_ids": [
1,
2
],
"charset": "0123456789/- .",
"vocab_size": 15,
"ctc_blank_idx": 0,
"input_shape": [
3,
48,
320
],
"input_normalize": {
"mean": 0.5,
"std": 0.5,
"scale": 255.0
},
"model_params": 3026703,
"cnn_channels": [
32,
64,
128,
256
],
"rnn_hidden": 256,
"rnn_layers": 2,
"val_exact_match": 0.9863,
"val_char_accuracy": 0.994,
"training_epochs": 120,
"best_epoch": 10
} |