Update app.py

app.py

@@ -9,20 +9,13 @@ 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)
+    ocr = PaddleOCR(lang=lang,use_gpu=False)
     img_path = img.name
-    result = ocr.ocr(img_path, cls=True)[0]
-    image = Image.open(img_path).convert('RGB')
-    boxes = [line[0] for line in result]
+    result = ocr.ocr(img_path, cls=False)[0]
     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'
+    return "\n".join(txts)
 
-title = 'PaddleOCR'
+title = 'PaddleOCR Extract Text'
 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'><a href='https://www.paddlepaddle.org.cn/hub/scene/ocr'>Awesome multilingual OCR toolkits based on PaddlePaddle （practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices）</a> | <a href='https://github.com/PaddlePaddle/PaddleOCR'>Github Repo</a></p>"
 examples = [['example.jpg','en']]
@@ -30,7 +23,7 @@ css = ".output_image, .input_image {height: 40rem !important; width: 100% !impor
 gr.Interface(
     inference,
     [gr.inputs.Image(type='file', label='Input'),gr.inputs.Dropdown(choices=['ch', 'en', 'fr', 'german', 'korean', 'japan'], type="value", default='en', label='language')],
-    gr.outputs.Image(type='file', label='Output'),
+    gr.outputs.Textbox(type="auto", label="Text extracted from image"),
     title=title,
     description=description,
     article=article,