Text Recognition Node

T

AI/ML/ONNX/OCR

Text Recognition

Recognize text from cropped text regions. Download models from: CRNN (https://huggingface.co/Xenova/crnn_onnx), TrOCR (https://huggingface.co/microsoft/trocr-base-printed), PaddleOCR (https://huggingface.co/aapot/paddleocr-onnx)

onnx_text_recognitiononnx

Inputs5

Outputs3

Security exposure10/10

Packageonnx

Ratings

Scores range from 0 to 10. Higher values mean more impact, exposure, or operational weight.

No score metadata has been set for this node yet.

Input Pins

5

Input

Execution

exec_in

Initiate Execution

Model

Struct

model

ONNX Text Recognition Model

SchemaNodeOnnxSessionNodeOnnxSessionNodeOnnxSession1 fields

session_refstringrequired

Cache ID for Session

Schema enforced

Image

Struct

image

Cropped text region image

SchemaNodeImageNodeImageNodeImage1 fields

image_refstringrequired

Schema enforced

Charset

String

charset

Character set for decoding

Default 0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~

Input Height

Integer

input_height

Model expected input height

Default 32

Output Pins

3

Output

Execution

exec_out

Done

Result

Struct

result

Recognition result

SchemaRecognizedTextRecognizedTextRecognizedText3 fields

textstringrequired

The recognized text string

confidencenumber:floatrequired

Recognition confidence

format float

char_confidencesArray<number:float>required

Character-level confidences (if available)

itemsnumber:floatarray item

format float

Text

String

text

Recognized text string

Node Info

Internal name

onnx_text_recognition

Category

AI/ML/ONNX/OCR

Version

1