Update README.md
Browse files
README.md
CHANGED
|
@@ -1,3 +1,38 @@
|
|
| 1 |
-
---
|
| 2 |
-
license: mit
|
| 3 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: mit
|
| 3 |
+
language:
|
| 4 |
+
- en
|
| 5 |
+
- tr
|
| 6 |
+
---
|
| 7 |
+
|
| 8 |
+
# PaddleOCR Mobile Quantized Models (ONNX)
|
| 9 |
+
|
| 10 |
+
<details>
|
| 11 |
+
<summary><strong>🇬🇧 English README</strong></summary>
|
| 12 |
+
|
| 13 |
+
## Overview
|
| 14 |
+
This repo hosts four **ONNX** models converted from PaddleOCR mobile checkpoints
|
| 15 |
+
|
| 16 |
+
| File | Task | Language scope | Input shape |
|
| 17 |
+
|------|------|----------------|-------------|
|
| 18 |
+
| `Multilingual_PP-OCRv3_det_infer.onnx` | Text-detection | 80+ scripts | **NCHW • 1×3×H×W** |
|
| 19 |
+
| `PP-OCRv3_mobile_det_infer.onnx` | Text-detection | Latin only | 1×3×H×W |
|
| 20 |
+
| `ch_ppocr_mobile_v2.0_cls_infer.onnx` | Angle classifier | Chinese/Latin | 1×3×H×W |
|
| 21 |
+
| `latin_PP-OCRv3_mobile_rec_infer.onnx` | Text-recognition | Latin | 1×3×H×W |
|
| 22 |
+
|
| 23 |
+
All models were:
|
| 24 |
+
* exported with **paddle2onnx 1.2.3** (`opset 11`)
|
| 25 |
+
* simplified via **onnx-simplifier 0.4+**
|
| 26 |
+
|
| 27 |
+
## Quick Start
|
| 28 |
+
|
| 29 |
+
```python
|
| 30 |
+
import onnxruntime as ort, numpy as np
|
| 31 |
+
img = np.random.rand(1, 3, 224, 224).astype("float32")
|
| 32 |
+
|
| 33 |
+
det = ort.InferenceSession("Multilingual_PP-OCRv3_det_infer.onnx")
|
| 34 |
+
cls = ort.InferenceSession("ch_ppocr_mobile_v2.0_cls_infer.onnx")
|
| 35 |
+
rec = ort.InferenceSession("latin_PP-OCRv3_mobile_rec_infer.onnx")
|
| 36 |
+
|
| 37 |
+
det_out = det.run(None, {det.get_inputs()[0].name: img})[0]
|
| 38 |
+
# add your post-processing / cropping / decoding here …
|