Add doctr-torch-crnn-mobilenet-v3-large-french model
Browse files- README.md +39 -0
- config.json +21 -0
- pytorch_model.bin +3 -0
README.md
ADDED
@@ -0,0 +1,39 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
|
2 |
+
---
|
3 |
+
language: en
|
4 |
+
---
|
5 |
+
|
6 |
+
<p align="center">
|
7 |
+
<img src="https://github.com/mindee/doctr/releases/download/v0.3.1/Logo_doctr.gif" width="60%">
|
8 |
+
</p>
|
9 |
+
|
10 |
+
**Optical Character Recognition made seamless & accessible to anyone, powered by TensorFlow 2 & PyTorch**
|
11 |
+
|
12 |
+
## Task: recognition
|
13 |
+
|
14 |
+
https://github.com/mindee/doctr
|
15 |
+
|
16 |
+
### Example usage:
|
17 |
+
|
18 |
+
```python
|
19 |
+
>>> from doctr.io import DocumentFile
|
20 |
+
>>> from doctr.models import ocr_predictor, from_hub
|
21 |
+
|
22 |
+
>>> img = DocumentFile.from_images(['<image_path>'])
|
23 |
+
>>> # Load your model from the hub
|
24 |
+
>>> model = from_hub('mindee/my-model')
|
25 |
+
|
26 |
+
>>> # Pass it to the predictor
|
27 |
+
>>> # If your model is a recognition model:
|
28 |
+
>>> predictor = ocr_predictor(det_arch='db_mobilenet_v3_large',
|
29 |
+
>>> reco_arch=model,
|
30 |
+
>>> pretrained=True)
|
31 |
+
|
32 |
+
>>> # If your model is a detection model:
|
33 |
+
>>> predictor = ocr_predictor(det_arch=model,
|
34 |
+
>>> reco_arch='crnn_mobilenet_v3_small',
|
35 |
+
>>> pretrained=True)
|
36 |
+
|
37 |
+
>>> # Get your predictions
|
38 |
+
>>> res = predictor(img)
|
39 |
+
```
|
config.json
ADDED
@@ -0,0 +1,21 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"mean": [
|
3 |
+
0.694,
|
4 |
+
0.695,
|
5 |
+
0.693
|
6 |
+
],
|
7 |
+
"std": [
|
8 |
+
0.299,
|
9 |
+
0.296,
|
10 |
+
0.301
|
11 |
+
],
|
12 |
+
"input_shape": [
|
13 |
+
3,
|
14 |
+
32,
|
15 |
+
128
|
16 |
+
],
|
17 |
+
"vocab": "0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ!\"#$%&'()*+,-./:;<=>?@[\\]^_`{|}~°£€¥¢฿àâéèêëîïôùûüçÀÂÉÈÊËÎÏÔÙÛÜÇ",
|
18 |
+
"url": "https://github.com/mindee/doctr/releases/download/v0.3.1/crnn_mobilenet_v3_large_pt-f5259ec2.pt",
|
19 |
+
"arch": "crnn_mobilenet_v3_large",
|
20 |
+
"task": "recognition"
|
21 |
+
}
|
pytorch_model.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:63c08289d432b68b9275cfad2da4f667fcdd01fcce8aa026a8111910fb2ce259
|
3 |
+
size 18271413
|