ocr-table/cores/check_table.py

import cv2
import numpy as np


class Table:
    def __init__(self, html, img=[]):
        self.img = img
        self.html = html
        self.html_arr = []
        self.total = 0
        self.empty = 0

    def get_body(self):
        try:
            res = self.html.split('<tbody>')[1]
        except Exception as r:
            print('<tbody> 识别失败')
            print(r)
        try:
            res = res.split('</tbody>')[0]
        except Exception as r:
            print('</tbody> 识别失败')
            print(r)
        return res

    def get_tr(self):
        str = self.get_body()
        if len(str.split('<tr>')) > 1:
            return str.split('<tr>')
        else:
            return []

    def get_td(self):
        if self.html_arr != []:
            return
        tr_list = self.get_tr()
        # print(tr_list)
        # print('\n')
        for i in range(len(tr_list)):
            if tr_list[i] == '':
                continue
            # print(tr_list[i])
            tr = tr_list[i].split('</td>')[:-1]
            temp_list = []
            for cell in tr:
                if '<td colspan=\\"3\\">' in cell:
                    temp_list.append(cell.split('<td colspan=\\"3\\">')[1])
                if '<td>' in cell:
                    temp_list.append(cell.split('<td>')[1])
            self.html_arr.append(temp_list)

    def get_empty(self):
        self.get_td()
        if self.total != 0:
            return
        for tr in self.html_arr:
            for cell in tr:
                self.total += 1
                if cell == '':
                    self.empty += 1

    def change_green2white(self):
        hsv = cv2.cvtColor(self.img, cv2.COLOR_BGR2HSV)
        lower_green = np.array([35, 43, 46])
        upper_green = np.array([77, 220, 255])
        mask_green = cv2.inRange(hsv, lower_green, upper_green)
        color = [248, 248, 255]
        self.img[mask_green != 0] = color
        cv2.imwrite('table.jpg', self.img)

    def get_str(self):
        str = ''
        for tr in self.html_arr:
            for cell in tr:
                str+=cell
        return str

    def check_html(self):
        self.get_empty()
        html_str = self.get_str()
        if (self.empty > 4 and self.empty > self.total // 4) or ('项目' in str and '每份' in str and '营养素参考值' in str and np.max([len(a) for a in self.html_arr])<3):
            self.change_green2white()
            return 1
        return 0