| import os |
| os.system('pip install paddlepaddle') |
| os.system('pip install paddleocr') |
| import requests |
| from paddleocr import PaddleOCR, draw_ocr |
| from PIL import Image |
| import gradio as gr |
|
|
| ocr = PaddleOCR(use_angle_cls=True, lang=lang,use_gpu=False) |
|
|
| def download_image(url, save_path): |
| """ |
| Download an image from a specified URL and save it to the specified path |
| |
| Args: |
| url (str): URL of the image |
| save_path (str): Path to save the image |
| |
| Returns: |
| bool: True if download is successful, False otherwise |
| """ |
| try: |
| response = requests.get(url, stream=True) |
| if response.status_code == 200: |
| with open(save_path, 'wb') as file: |
| for chunk in response.iter_content(chunk_size=8192): |
| file.write(chunk) |
| print(f"Image successfully downloaded and saved as: {save_path}") |
| return True |
| else: |
| print(f"Download failed, status code: {response.status_code}") |
| return False |
| except Exception as e: |
| print(f"Error occurred during download: {str(e)}") |
| return False |
|
|
| |
| image_url = "https://raw.githubusercontent.com/PaddlePaddle/PaddleOCR/v2.8.0/doc/imgs_en/img_12.jpg" |
| download_image(image_url, "example.jpg") |
|
|
| def inference(img, lang): |
| |
| img_path = img |
| result = ocr.ocr(img_path, cls=True)[0] |
| image = Image.open(img_path).convert('RGB') |
| boxes = [line[0] for line in result] |
| txts = [line[1][0] for line in result] |
| scores = [line[1][1] for line in result] |
| im_show = draw_ocr(image, boxes, txts, scores, |
| font_path='./simfang.ttf') |
| im_show = Image.fromarray(im_show) |
| im_show.save('result.jpg') |
| return 'result.jpg' |
|
|
| title = 'PaddleOCR' |
| description = 'Gradio demo for PaddleOCR. PaddleOCR demo supports Chinese, English, French, German, Korean and Japanese. To use it, simply upload your image and choose a language from the dropdown menu, or click one of the examples to load them. Read more at the links below.' |
| article = "<p style='text-align: center'>Awesome multilingual OCR toolkits based on PaddlePaddle <a href='https://github.com/PaddlePaddle/PaddleOCR'>Github Repo</a></p>" |
| examples = [['example.jpg','en']] |
| css = ".output_image, .input_image {height: 40rem !important; width: 100% !important;}" |
| gr.Interface( |
| inference, |
| [gr.Image(type='filepath', label='Input'), gr.Dropdown(choices=['ch', 'en', 'fr', 'german', 'korean', 'japan'], value='en', label='language')], |
| gr.Image(type='filepath', label='Output'), |
| title=title, |
| description=description, |
| article=article, |
| examples=examples, |
| css=css |
| ).launch(debug=True) |
|
|
