Create app.py

app.py

@@ -0,0 +1,49 @@
+import os
+os.system('pip install paddlepaddle==2.4.2')
+# os.system('pip install paddlepaddle==0.0.0 -f https://www.paddlepaddle.org.cn/whl/linux/cpu-mkl/develop.html')
+os.system('pip install paddleocr')
+from paddleocr import PaddleOCR, draw_ocr
+from PIL import Image
+import gradio as gr
+import torch
+
+torch.hub.download_url_to_file('https://i.imgur.com/aqMBT0i.jpg', 'example.jpg')
+
+def inference(img, lang):
+    ocr = PaddleOCR(use_angle_cls=True, lang=lang,use_gpu=False)
+    img_path = img
+    result = ocr.ocr(img_path, cls=True)[0]
+
+    boxes = [line[0] for line in result]
+    txts = [line[1][0] for line in result]
+    scores = [line[1][1] for line in result]
+    
+    image = Image.open(img_path).convert('RGB')
+    im_show = draw_ocr(image, boxes, txts=None, scores=None, # https://github.com/PaddlePaddle/PaddleOCR/blob/release/2.7/tools/infer/utility.py#L365
+                       font_path='simfang.ttf')
+    im_show = Image.fromarray(im_show)
+    im_show.save('result.jpg')
+    
+    return 'result.jpg', result, '\n'.join(txts)
+    
+    # return 'result.jpg'
+
+title = 'Gradio demo for PaddleOCR. PaddleOCR demo supports Spanish and English. 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 = ""
+description = ""
+examples = [['english.png','en'],['spanish.png','es']]
+css = ".output_image, .input_image {height: 40rem !important; width: 100% !important;}"
+app = gr.Interface(
+    inference,
+    [gr.Image(type='filepath', label='Input'),gr.Dropdown(choices=['es', 'en'], type="value", value='ch', label='language')],
+    # gr.outputs.Image(type='file', label='Output'),
+    outputs=["image", "text", "text"],
+    title=title,
+    description=description,
+    article=article,
+    examples=examples,
+    css=css,
+    # enable_queue=True
+    )
+app.queue(max_size=10)
+app.launch(debug=True)