README.md

---
library_name: onnx
tags:
  - ocr
  - paddleocr
  - pp-ocrv6
  - text-detection
  - onnx
  - inference4j
license: apache-2.0
pipeline_tag: object-detection
---

# PP-OCRv6 Tiny Det — ONNX

ONNX export of [PaddlePaddle/PP-OCRv6_tiny_det_onnx](https://huggingface.co/PaddlePaddle/PP-OCRv6_tiny_det_onnx), the lightweight tiny text detection model from PaddleOCR PP-OCRv6 (~1.8 MB). Designed for resource-constrained environments.

Mirrored for use with [inference4j](https://github.com/inference4j/inference4j), an inference-only AI library for Java.

## Original Source

- **Repository:** [PaddlePaddle](https://huggingface.co/PaddlePaddle/PP-OCRv6_tiny_det_onnx)
- **License:** apache-2.0

## Usage with inference4j

```java
try (var ocr = OcrPipeline.builder().build()) {
    List<TextRegion> lines = ocr.read(image);
}
```

## Model Details

| Property | Value |
|----------|-------|
| Architecture | PP-OCRv6 Tiny Detection (DBNet) |
| Task | Text detection |
| Model size | ~1.8 MB |
| Input format | [batch, 3, H, W] (BGR, dynamic shape) |
| Original framework | PaddlePaddle (PP-OCRv6) |
| Technical report | [PP-OCRv6](https://github.com/PaddlePaddle/PaddleOCR) |

## License

This model is licensed under the [Apache License 2.0](https://www.apache.org/licenses/LICENSE-2.0). Original model by [PaddlePaddle](https://github.com/PaddlePaddle/PaddleOCR).