RapidOCR OpenVINO GPU version (GPU version only)
Project description
Python RapidOCR OpenVINO with GPU (with GPU only)
This is a modified verison of RapidOCR (https://github.com/RapidAI/RapidOCR) to support OpenVINO GPU. Currently works only with for fixed size images (max len of 960) and also needs the image size to a multiple of 32.
Note: Works only with Intel GPUs. For other devices refer to RapidAI RapidOCR.
Installation and Inference:
Pip method:
pip install rapidocr_openvinogpu
import rapidocr_openvinogpu as rog
rapid_ocr = rog.RapidOCR()
img = cv2.imread(file_path)
rapid_ocr(img)
print(result)
print(elapse_list)
Using source code
git clone https://github.com/jaggiK/rapidocr_openvinogpu.git
python3 setup.py install
cd rapidocr_openvinogpu
Run inference for all the images in a given directory
python3 demo.py -d <absolute_path/to/directory>
Infering an image:
python3 demo.py -f <absolute_path/to/image.jpg>
To save inference results, use -v flag:
python3 demo.py -d <absolute_path/to/directory> -v # this saves the visualization in "./inference_results/" in the current folder
To save inference results in a desired folder, use -v and -o flag:
python3 demo.py -d <absolute_path/to/directory> -v -o <absolute_path/to/directory>
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file rapidocr_openvinogpu-0.0.9.tar.gz.
File metadata
- Download URL: rapidocr_openvinogpu-0.0.9.tar.gz
- Upload date:
- Size: 50.0 MB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/4.0.2 CPython/3.8.10
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
db0d9276a672ec3c668c9a831b2a08fa893f3d98cc6e64d4eac83c324ba51def
|
|
| MD5 |
0b183d99f52a0a3ba4ac1572133434d8
|
|
| BLAKE2b-256 |
a5e8f649c8b559b0570bc1262ac61ff62c500ab5c4f085bd9eefd56bb6bcb500
|
File details
Details for the file rapidocr_openvinogpu-0.0.9-py3-none-any.whl.
File metadata
- Download URL: rapidocr_openvinogpu-0.0.9-py3-none-any.whl
- Upload date:
- Size: 50.0 MB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/4.0.2 CPython/3.8.10
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
34d1ce4807f7863feee2b1605e4536fa2da091ceb43f146ae5a80bf01e5b417c
|
|
| MD5 |
3bf7690a65fc5760becdb173db6ef563
|
|
| BLAKE2b-256 |
a3292ff982d9a9f59c1ce526d31942cf370a68a21515b4b59de96ddc03c0afa5
|