阴阳师七周年，有个活动需要刷999次。活动前三天，我十分本分的手动刷了999，但是太累了，于是写了脚本用于自动识别点击（脚本比较拙劣，依赖前端鼠标控制，demo没有做防检测凑合着点吧）。

一、简单训练

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import dlib
import cv2 as cv

def Train():
    options = dlib.simple_object_detector_training_options()
    options.add_left_right_image_flips = True
    options.C = 5
    options.num_threads = 2
    options.be_verbose = True
    dlib.train_simple_object_detector('data.xml', 'data.svm', options)

def deteTest():
    imgpath = '12.png'
    image = cv.imread(imgpath)
    gray = cv.cvtColor(image, cv.COLOR_BGR2GRAY)
    detector = dlib.simple_object_detector("data.svm")
    dets = detector(gray)
    detected_windows = []
    for (k, d) in enumerate(dets):
        detected_windows.append((d.left(), d.top(), d.width(), d.height()))
        cv.rectangle(image, (d.left(), d.top()), (d.left() + d.width(),
                    d.top() + d.height()), (0, 255, 0), 1)
    cv.imshow("Output", image)
    cv.waitKey(0)
    print(detected_windows)


if __name__ == '__main__':
    while True:
        print('''
        | 1.训练模型 | 2.查看效果 |
        '''.strip())
        var = int(input(">>"))
        if var == 1:
            Train()
        if var == 2:
            deteTest()

二、mss＋pyautogui点击

简单写了一个GUI界面丑陋无比

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import cv2 as cv
import numpy as np
import dlib, os, mss
import pyautogui
import time

import tkinter
from tkinter import Tk,Entry,Button,Label,Text,StringVar,PhotoImage,ttk
from PIL import Image, ImageTk
import time
import threading

window_name = 'Test'
screnn_width = 1920
screnn_height = 1080
window_size = 3
num_left, num_top, num_width, num_height = screnn_width // 3,\
screnn_height // 3, screnn_width // 3, screnn_height // 3
num_res_width, num_res_height = screnn_width // window_size,\
screnn_height // window_size

# sct = mss.mss()

monitor = {
    'left': 0,
    'top': 0,
    'width': 1000,
    'height': 576,
}

def detection(dets, img):
    for k, d in enumerate(dets):
        cv.rectangle(img, (d.left(), d.top()), (d.left() + d.width(),
        d.top() + d.height()), (0, 0, 255), 2)

def monit():
    with mss.mss() as sct:
        while True:
            try:
                img = sct.grab(monitor)
                img = np.array(img)
                gray = cv.cvtColor(img, cv.COLOR_BGR2GRAY)
                cv.namedWindow(window_name, cv.WINDOW_NORMAL)
                cv.resizeWindow(window_name, num_res_width, num_res_height)
                detector = dlib.simple_object_detector("data.svm")
                dets = detector(gray)
                detection(dets, img)
                cv.imshow(window_name, img)
                k = cv.waitKey(1)
                if k % 256 == 27:
                    cv.destroyAllWindows()
                    os._exit(0)
                # 获取窗口坐标
                detected_windows  = []
                for k, d in enumerate(dets):
                    detected_windows.append((d.left(), d.top(), d.width(), d.height()))

                if len(detected_windows) != 0:
                    # 解析出目标窗口的左上角坐标
                    upper_left = (detected_windows[0][0], detected_windows[0][1])
                    yield upper_left

            except Exception as e:
                print(e)
                os._exit(0)

def auto_click(var_avg):
    pyautogui.click(var_avg[0], var_avg[1], button="left")
    time.sleep(1)


# 线程，防止线程阻塞
def thread_it(func, *args):
    myThread = threading.Thread(target=func, *args)
    myThread.setDaemon(True)
    myThread.start()


def routine():
    global going
    going = True
    while going == True:
        # thread_it(monit)
        for i in range(50):
            pass
        avg = monit()
        print(next(avg))
        print("正在点击")
        auto_click(next(avg))

def end():
    global going
    going = False

def end_program():
    os._exit(0)

def GUI():
    fm_main=Tk()
    fm_main.resizable(False, False)
    fm_main.geometry("250x320+500+200")
    fm_main.title("阴阳师小助手")
    fm_main.iconbitmap(r'.\image\程序图标.ico')
    btn1 = Button(fm_main,  text='开始运行', command= lambda:thread_it(routine), font=("华文行楷", 12))
    btn2 = Button(fm_main, text='结束运行', command=lambda: end(), font=("华文行楷", 12))
    btn1.grid(row=1, column=0, columnspan=1,sticky="w", padx=40, pady=9)
    btn2.grid(row=1, column=0, columnspan=1,sticky="e", padx=40, pady=9)

    # 插入好看的图片
    image = Image.open(r"./image/背景.png")
    image = image.resize((240, 240), Image.LANCZOS)
    photo = ImageTk.PhotoImage(image)
    label = Label(image=photo)
    label.image = photo
    label.grid(row=2, column=0, padx=2, pady=0)

    # 作者
    author = tkinter.Label(fm_main, text="By GanSer", font=("华文行楷", 16))
    author.place(x=155, y=295)
    # #插入进度条
    # label = Label(fm_main,text = "进度条：",font=("华文行楷",12))
    # label.grid(row=3,column=0,sticky="w")
    #
    # pbar = ttk.Progressbar(fm_main)
    # pbar.grid(row=3,column=0,sticky="e",padx=80)
    # pbar['maximum'] = 60
    # pbar['value'] = 0

    fm_main.mainloop()



going = False
GUI()