piiranha-v1-onnx

Piiranha v1 ONNX

ONNX conversion of iiiorg/piiranha-v1-detect-personal-information for use with transformers.js.

Detected PII Types

• GIVENNAME, SURNAME (Person names)
• EMAIL, TELEPHONENUM, USERNAME, PASSWORD
• STREET, CITY, ZIPCODE, BUILDINGNUM (Addresses)
• SOCIALNUM (SSN), CREDITCARDNUMBER, ACCOUNTNUM
• DATEOFBIRTH, DRIVERLICENSENUM, IDCARDNUM, TAXNUM

Usage

import { pipeline } from '@xenova/transformers';

const classifier = await pipeline('token-classification', 'aaronaco/piiranha-v1-onnx');
const result = await classifier('Contact John Smith at [email protected]');