Update quickstart.md (#11927)

fix issues:
1.getPixmap() function is not recognized,changing to get_pixmap
2.fix TypeError when paddle recognized an empty page
3.pre-stored pageCount to avoid issues
4.added GPU usage
pull/11934/head
Eric Guo 2024-04-15 10:52:43 +08:00 committed by GitHub
parent c82dd6406e
commit 6fdce04634
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1 changed files with 15 additions and 10 deletions

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@ -211,39 +211,44 @@ from paddleocr import PaddleOCR, draw_ocr
# Paddleocr目前支持的多语言语种可以通过修改lang参数进行切换
# 例如`ch`, `en`, `fr`, `german`, `korean`, `japan`
ocr = PaddleOCR(use_angle_cls=True, lang="ch", page_num=2) # need to run only once to download and load model into memory
img_path = './xxx.pdf'
result = ocr.ocr(img_path, cls=True)
PAGE_NUM = 10 # 将识别页码前置作为全局防止后续打开pdf的参数和前文识别参数不一致 / Set the recognition page number
pdf_path = 'default.pdf'
ocr = PaddleOCR(use_angle_cls=True, lang="ch", page_num=PAGE_NUM) # need to run only once to download and load model into memory
# ocr = PaddleOCR(use_angle_cls=True, lang="ch", page_num=PAGE_NUM,use_gpu=0) # 如果需要使用GPU请取消此行的注释 并注释上一行 / To Use GPU,uncomment this line and comment the above one.
result = ocr.ocr(pdf_path, cls=True)
for idx in range(len(result)):
res = result[idx]
if res == None: # 识别到空页就跳过,防止程序报错 / Skip when empty result detected to avoid TypeError:NoneType
print(f"[DEBUG] Empty page {idx+1} detected, skip it.")
continue
for line in res:
print(line)
# 显示结果
import fitz
from PIL import Image
import cv2
import numpy as np
imgs = []
with fitz.open(img_path) as pdf:
for pg in range(0, pdf.pageCount):
with fitz.open(pdf_path) as pdf:
for pg in range(0, PAGE_NUM):
page = pdf[pg]
mat = fitz.Matrix(2, 2)
pm = page.getPixmap(matrix=mat, alpha=False)
pm = page.get_pixmap(matrix=mat, alpha=False)
# if width or height > 2000 pixels, don't enlarge the image
if pm.width > 2000 or pm.height > 2000:
pm = page.getPixmap(matrix=fitz.Matrix(1, 1), alpha=False)
pm = page.get_pixmap(matrix=fitz.Matrix(1, 1), alpha=False)
img = Image.frombytes("RGB", [pm.width, pm.height], pm.samples)
img = cv2.cvtColor(np.array(img), cv2.COLOR_RGB2BGR)
imgs.append(img)
for idx in range(len(result)):
res = result[idx]
if res == None:
continue
image = imgs[idx]
boxes = [line[0] for line in res]
txts = [line[1][0] for line in res]
scores = [line[1][1] for line in res]
im_show = draw_ocr(image, boxes, txts, scores, font_path='doc/fonts/simfang.ttf')
im_show = draw_ocr(image, boxes, txts, scores, font_path='simfang.ttf')
im_show = Image.fromarray(im_show)
im_show.save('result_page_{}.jpg'.format(idx))
```