| { |
| "inputs": [ |
| "images" |
| ], |
| "modules": { |
| "asrn_recognition": { |
| "config": { |
| "args": { |
| "BidirDecoder": true, |
| "imgH": 32, |
| "nc": 1, |
| "nclass": 37, |
| "nh": 256 |
| } |
| }, |
| "type": "DeepTextRecognition.CustomASRNModel" |
| }, |
| "morn_rectification": { |
| "config": { |
| "args": { |
| "nc": 1, |
| "targetH": 32, |
| "targetW": 100 |
| } |
| }, |
| "type": "DeepTextRecognition.CustomMORNModel" |
| }, |
| "processing": { |
| "config": { |
| "args": { |
| "channels_size": 1, |
| "image_size": [ |
| 32, |
| 100 |
| ], |
| "normalize": [ |
| 0.5, |
| 0.5 |
| ], |
| "padding": "none", |
| "resize_method": "bilinear" |
| } |
| }, |
| "type": "DeepTextRecognition.ImageProcessor" |
| }, |
| "tokenizer": { |
| "config": { |
| "args": { |
| "characters": [ |
| "0", |
| "1", |
| "2", |
| "3", |
| "4", |
| "5", |
| "6", |
| "7", |
| "8", |
| "9", |
| "a", |
| "b", |
| "c", |
| "d", |
| "e", |
| "f", |
| "g", |
| "h", |
| "i", |
| "j", |
| "k", |
| "l", |
| "m", |
| "n", |
| "o", |
| "p", |
| "q", |
| "r", |
| "s", |
| "t", |
| "u", |
| "v", |
| "w", |
| "x", |
| "y", |
| "z", |
| "$" |
| ], |
| "max_length": 20, |
| "separator": ":" |
| } |
| }, |
| "type": "DeepTextRecognition.AttentionTokenizerModel" |
| } |
| }, |
| "order": [ |
| "processing", |
| "morn_rectification", |
| "asrn_recognition", |
| "tokenizer" |
| ], |
| "outputs": [ |
| "tokenizer:labels" |
| ], |
| "routing": { |
| "asrn_recognition": { |
| "inputs": [ |
| "morn_rectification:rectified_images" |
| ], |
| "outputs": [ |
| "asrn_recognition:logits" |
| ] |
| }, |
| "morn_rectification": { |
| "inputs": [ |
| "processing:processed_images" |
| ], |
| "outputs": [ |
| "morn_rectification:rectified_images" |
| ] |
| }, |
| "processing": { |
| "inputs": [ |
| "images" |
| ], |
| "outputs": [ |
| "processing:processed_images" |
| ] |
| }, |
| "tokenizer": { |
| "inputs": [ |
| "asrn_recognition:logits" |
| ], |
| "outputs": [ |
| "tokenizer:labels" |
| ] |
| } |
| } |
| } |
|
|
