---
license: other
license_name: parda-mixed
tags: [onnx, pii, redaction, ocr, gliner, yolo, easyocr, india]
---
# Parda web models

ONNX models used by the Parda web app, which redacts personal data in Indian documents
(English, Hindi, Kannada) **entirely in the browser**. Nothing is uploaded.

| File | What | Licence |
|---|---|---|
| `gliner/model_int8_embed.onnx` | GLiNER PII model fine-tuned on synthetic Indian documents (embedding table 8-bit) | Apache-2.0 (base: urchade/gliner_multi_pii-v1, mDeBERTa-v3 MIT) |
| `yolo/parda-yolo.onnx` | YOLO11n for faces, signatures, QR codes, stamps | **AGPL-3.0** (Ultralytics YOLO11); faces trained with **CelebA: non-commercial research use only** |
| `easyocr/*.onnx` | EasyOCR CRAFT detector + en / hi+en / kn+en recognizers, converted to ONNX | Apache-2.0 (EasyOCR) |

**Use: free, non-commercial research and demonstration only.** Commercial use would require retraining the face
detector without CelebA and complying with AGPL-3.0. Trained only on synthetic documents; always review the output
before sharing a document. Code and benchmarks: https://github.com/chetanjagan/Parda