metadata
library_name: onnx
tags:
- ocr
- paddleocr
- pp-ocrv6
- text-recognition
- onnx
- inference4j
license: apache-2.0
pipeline_tag: image-to-text
PP-OCRv6 Tiny Rec — ONNX
ONNX export of PaddlePaddle/PP-OCRv6_tiny_rec_onnx, the lightweight tiny text recognition model from PaddleOCR PP-OCRv6 (~4.5 MB). Features a compact 6,904-character CTC dictionary.
Mirrored for use with inference4j, an inference-only AI library for Java.
Original Source
- Repository: PaddlePaddle
- License: apache-2.0
Usage with inference4j
try (var ocr = OcrPipeline.builder().build()) {
List<TextRegion> lines = ocr.read(image);
}
Model Details
| Property | Value |
|---|---|
| Architecture | PP-OCRv6 Tiny Recognition (SVTR-CTC) |
| Task | Text recognition |
| Model size | ~4.5 MB |
| Vocabulary size | 6,904 characters (+ blank and space) |
| Input format | [batch, 3, 48, W] (BGR, height 48, dynamic width) |
| Output format | [batch, time, 6906] (CTC softmax probabilities) |
| Original framework | PaddlePaddle (PP-OCRv6) |
| Technical report | PP-OCRv6 |
License
This model is licensed under the Apache License 2.0. Original model by PaddlePaddle.