{"id":1048993,"date":"2024-12-31T13:55:46","date_gmt":"2024-12-31T05:55:46","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1048993.html"},"modified":"2024-12-31T13:55:50","modified_gmt":"2024-12-31T05:55:50","slug":"%e5%a6%82%e4%bd%95%e4%bd%bf%e7%94%a8python%e7%8e%a9%e8%b7%b3%e4%b8%80%e8%b7%b3","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1048993.html","title":{"rendered":"\u5982\u4f55\u4f7f\u7528python\u73a9\u8df3\u4e00\u8df3"},"content":{"rendered":"

\"\u5982\u4f55\u4f7f\u7528python\u73a9\u8df3\u4e00\u8df3\"<\/p>\n

\u4f7f\u7528Python\u73a9\u8df3\u4e00\u8df3\u7684\u6b65\u9aa4\u5305\u62ec\uff1a\u83b7\u53d6\u5c4f\u5e55\u622a\u56fe\u3001\u8bc6\u522b\u76ee\u6807\u4f4d\u7f6e\u3001\u8ba1\u7b97\u6309\u538b\u65f6\u95f4\u3001\u6a21\u62df\u6309\u538b\u52a8\u4f5c\u3002<\/strong>\u8fd9\u4e9b\u6b65\u9aa4\u53ef\u4ee5\u901a\u8fc7Python\u811a\u672c\u6765\u5b9e\u73b0\uff0c\u5177\u4f53\u5730\uff0c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528adb\uff08Android\u8c03\u8bd5\u6865\uff09\u4e0e\u8bbe\u5907\u8fdb\u884c\u4ea4\u4e92\uff0c\u5e76\u7ed3\u5408\u56fe\u50cf\u5904\u7406\u5e93\uff08\u5982OpenCV\uff09\u6765\u5b9e\u73b0\u81ea\u52a8\u5316\u64cd\u4f5c\u3002<\/p>\n<\/p>\n

\u4e00\u3001\u83b7\u53d6\u5c4f\u5e55\u622a\u56fe<\/h3>\n<\/p>\n

\u8981\u4f7f\u7528Python\u73a9\u8df3\u4e00\u8df3\uff0c\u9996\u5148\u9700\u8981\u83b7\u53d6\u624b\u673a\u5c4f\u5e55\u7684\u622a\u56fe\u3002\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528adb\u547d\u4ee4\u6765\u5b9e\u73b0\u8fd9\u4e00\u64cd\u4f5c\u3002adb\u662fAndroid Debug Bridge\u7684\u7f29\u5199\uff0c\u5b83\u662f\u4e00\u4e2a\u591a\u529f\u80fd\u7684\u547d\u4ee4\u884c\u5de5\u5177\uff0c\u5141\u8bb8\u60a8\u4e0eAndroid\u8bbe\u5907\u8fdb\u884c\u901a\u4fe1\u3002<\/p>\n<\/p>\n

import os<\/p>\n
import subprocess<\/p>\n
def get_screenshot():<\/p>\n
    os.system('adb shell screencap -p \/sdcard\/screen.png')<\/p>\n
    os.system('adb pull \/sdcard\/screen.png .')<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u4e8c\u3001\u8bc6\u522b\u76ee\u6807\u4f4d\u7f6e<\/h3>\n<\/p>\n
\u83b7\u53d6\u5c4f\u5e55\u622a\u56fe\u540e\uff0c\u4e0b\u4e00\u6b65\u662f\u8bc6\u522b\u5f53\u524d\u8df3\u4e00\u8df3\u6e38\u620f\u4e2d\u7684\u76ee\u6807\u4f4d\u7f6e\u3002\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528OpenCV\u5e93\u6765\u5904\u7406\u56fe\u50cf\uff0c\u627e\u5230\u4eba\u7269\u548c\u76ee\u6807\u7684\u4e2d\u5fc3\u70b9\u3002<\/p>\n<\/p>\n
import cv2<\/p>\n
import numpy as np<\/p>\n
def find_piece_and_board(image):<\/p>\n
    img = cv2.imread(image)<\/p>\n
    gray = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)<\/p>\n
    edges = cv2.Canny(gray, 50, 150, apertureSize=3)<\/p>\n
    # \u5047\u8bbe\u8fd9\u4e24\u4e2a\u51fd\u6570\u53ef\u4ee5\u627e\u5230\u4eba\u7269\u548c\u76ee\u6807\u7684\u4f4d\u7f6e<\/p>\n
    piece_x, piece_y = find_piece(edges)<\/p>\n
    board_x, board_y = find_board(edges)<\/p>\n
    return piece_x, piece_y, board_x, board_y<\/p>\n
def find_piece(edges):<\/p>\n
    # \u5b9e\u73b0\u627e\u5230\u4eba\u7269\u4f4d\u7f6e\u7684\u7b97\u6cd5<\/p>\n
    pass<\/p>\n
def find_board(edges):<\/p>\n
    # \u5b9e\u73b0\u627e\u5230\u76ee\u6807\u4f4d\u7f6e\u7684\u7b97\u6cd5<\/p>\n
    pass<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u4e09\u3001\u8ba1\u7b97\u6309\u538b\u65f6\u95f4<\/h3>\n<\/p>\n
\u6839\u636e\u4eba\u7269\u548c\u76ee\u6807\u7684\u8ddd\u79bb\uff0c\u6211\u4eec\u53ef\u4ee5\u8ba1\u7b97\u51fa\u9700\u8981\u6309\u538b\u7684\u65f6\u95f4\u3002\u901a\u5e38\u6309\u538b\u65f6\u95f4\u4e0e\u8ddd\u79bb\u6210\u6bd4\u4f8b\u5173\u7cfb\u3002<\/p>\n<\/p>\n
def calculate_distance(piece_x, piece_y, board_x, board_y):<\/p>\n
    return ((board_x - piece_x) <strong> 2 + (board_y - piece_y) <\/strong> 2)  0.5<\/p>\n
def calculate_press_time(distance):<\/p>\n
    # \u8bbe\u5b9a\u4e00\u4e2a\u6bd4\u4f8b\u7cfb\u6570<\/p>\n
    coefficient = 1.35<\/p>\n
    return distance * coefficient<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u56db\u3001\u6a21\u62df\u6309\u538b\u52a8\u4f5c<\/h3>\n<\/p>\n
\u6700\u540e\uff0c\u6211\u4eec\u9700\u8981\u6a21\u62df\u6309\u538b\u52a8\u4f5c\u3002\u53ef\u4ee5\u4f7f\u7528adb\u547d\u4ee4\u6765\u5b9e\u73b0\u6a21\u62df\u6309\u538b\u3002<\/p>\n<\/p>\n
def jump(distance):<\/p>\n
    press_time = calculate_press_time(distance)<\/p>\n
    press_time = max(press_time, 200)  # \u6700\u5c0f\u6309\u538b\u65f6\u95f4<\/p>\n
    press_time = int(press_time)<\/p>\n
    cmd = 'adb shell input swipe 500 1600 500 1600 {}'.format(press_time)<\/p>\n
    os.system(cmd)<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u603b\u7ed3<\/h3>\n<\/p>\n
\u5c06\u4e0a\u8ff0\u6b65\u9aa4\u6574\u5408\u5728\u4e00\u8d77\uff0c\u5f62\u6210\u4e00\u4e2a\u5b8c\u6574\u7684\u811a\u672c\uff1a<\/p>\n<\/p>\n
import os<\/p>\n
import cv2<\/p>\n
import numpy as np<\/p>\n
def get_screenshot():<\/p>\n
    os.system('adb shell screencap -p \/sdcard\/screen.png')<\/p>\n
    os.system('adb pull \/sdcard\/screen.png .')<\/p>\n
def find_piece_and_board(image):<\/p>\n
    img = cv2.imread(image)<\/p>\n
    gray = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)<\/p>\n
    edges = cv2.Canny(gray, 50, 150, apertureSize=3)<\/p>\n
    piece_x, piece_y = find_piece(edges)<\/p>\n
    board_x, board_y = find_board(edges)<\/p>\n
    return piece_x, piece_y, board_x, board_y<\/p>\n
def find_piece(edges):<\/p>\n
    # \u5b9e\u73b0\u627e\u5230\u4eba\u7269\u4f4d\u7f6e\u7684\u7b97\u6cd5<\/p>\n
    pass<\/p>\n
def find_board(edges):<\/p>\n
    # \u5b9e\u73b0\u627e\u5230\u76ee\u6807\u4f4d\u7f6e\u7684\u7b97\u6cd5<\/p>\n
    pass<\/p>\n
def calculate_distance(piece_x, piece_y, board_x, board_y):<\/p>\n
    return ((board_x - piece_x) <strong> 2 + (board_y - piece_y) <\/strong> 2)  0.5<\/p>\n
def calculate_press_time(distance):<\/p>\n
    coefficient = 1.35<\/p>\n
    return distance * coefficient<\/p>\n
def jump(distance):<\/p>\n
    press_time = calculate_press_time(distance)<\/p>\n
    press_time = max(press_time, 200)<\/p>\n
    press_time = int(press_time)<\/p>\n
    cmd = 'adb shell input swipe 500 1600 500 1600 {}'.format(press_time)<\/p>\n
    os.system(cmd)<\/p>\n
def mAI<\/a>n():<\/p>\n
    while True:<\/p>\n
        get_screenshot()<\/p>\n
        piece_x, piece_y, board_x, board_y = find_piece_and_board('screen.png')<\/p>\n
        distance = calculate_distance(piece_x, piece_y, board_x, board_y)<\/p>\n
        jump(distance)<\/p>\n
        # \u7b49\u5f85\u51e0\u79d2\u949f\u4ee5\u4fbf\u6e38\u620f\u5b8c\u6210\u8df3\u8dc3<\/p>\n
        time.sleep(2)<\/p>\n
if __name__ == '__main__':<\/p>\n
    main()<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u7ec6\u8282\u548c\u4f18\u5316<\/h3>\n<\/p>\n
    \n
  1. \n
    \u56fe\u50cf\u8bc6\u522b\u7b97\u6cd5\u7684\u4f18\u5316<\/strong>\uff1a<\/p>\n<\/p>\n