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import time | |
import pytesseract | |
import cv2 | |
import numpy as np | |
from PIL import Image | |
from selenium import webdriver | |
from selenium.webdriver.common.by import By | |
from selenium.webdriver.common.keys import Keys | |
# pytesseract.pytesseract.tesseract_cmd = r"C:\Program Files\Tesseract-OCR\tesseract.exe" | |
driver = webdriver.Chrome() | |
driver.get("https://pre-prod.vnpost.vn") | |
time.sleep(3) | |
captcha_element = driver.find_element(By.XPATH, "//img[@id='tra-cuu-captcha']") | |
captcha_location = captcha_element.location | |
captcha_size = captcha_element.size | |
driver.save_screenshot("full_screenshot.png") | |
screenshot = Image.open("full_screenshot.png") | |
left = captcha_location['x'] | |
top = captcha_location['y'] | |
right = left + captcha_size['width'] | |
bottom = top + captcha_size['height'] | |
captcha_image = screenshot.crop((left, top, right, bottom)) | |
captcha_image.save("captcha.png") | |
img = cv2.imread("captcha.png", cv2.IMREAD_GRAYSCALE) | |
_, img = cv2.threshold(img, 150, 255, cv2.THRESH_BINARY) | |
captcha_text = pytesseract.image_to_string(img, config="--psm 6").strip() | |
print(f"Extracted CAPTCHA: {captcha_text}") | |
captcha_input = driver.find_element(By.XPATH, "//input[contains(@placeholder,'Mã xác nhận')]") # Update the element locator | |
captcha_input.send_keys(captcha_text) | |
captcha_input.send_keys(Keys.RETURN) | |
time.sleep(3) | |
driver.save_screenshot("result.png") |
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