python 模拟人工鼠标轨迹算法Demo

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资源文件列表:

Python.zip 大约有4个文件

Python/
Python/mouse_track.py 3.24KB
Python/SNSDK.dll 2.73MB
Python/SNTrack.onnx 28.65MB

资源介绍:

参考博客文章：https://codersrc.blog.csdn.net/article/details/140670756 AI大模型通过学习大量的人类鼠标操作数据，能够识别和模拟出自然且具有个体差异的鼠标轨迹。以下是实现这一技术的关键步骤：数据收集：收集不同玩家在各种游戏环境中的鼠标操作数据，包括移动速度、停顿、加速度等。模型训练：利用深度学习算法，训练AI模型识别鼠标操作中的模式和规律。轨迹生成：在给定起点和终点的情况下，AI模型能够生成符合人类操作习惯的鼠标轨迹。鼠标轨迹api底层实现采用C/C++语言，利用其高性能和系统级访问能力，开发出高效的鼠标轨迹模拟算法。通过将算法封装为DLL（动态链接库），可以方便地在不同的编程环境中调用，实现跨语言的兼容性。通过DLL封装，开发者可以在C++、Python、易语言、按键精灵等多种编程语言中使用鼠标轨迹模拟技术。这种封装方式提供了一种简便的接口，使得不同背景的开发者都能够轻松集成和使用这一技术。

import ctypes import os import sys # 创建句柄 key = "SNKJaURwbfuhcaQaCMJVhdByPZMVsZdqRUMjfWrxY1A5" # 字符串 key_bytes = key.encode('utf-8') # 将字符串转换为 bytes #设置模型文件路径 onnx = "d://SNTrack.onnx" # 字符串 onnx_bytes = onnx.encode('utf-8') # 将字符串转换为 bytes # 假设 DLL 文件名为 SNSDK.dll sn_sdk = ctypes.WinDLL('d://SNSDK.dll') # 定义 SN_RESULT 结构体 class SN_RESULT(ctypes.Structure): _fields_ = [("code", ctypes.c_int), ("message", ctypes.c_char * 4096)] # 定义 SN_POINT 结构体 class SN_POINT(ctypes.Structure): _fields_ = [("x", ctypes.c_int), ("y", ctypes.c_int)] # 定义 SN_POINT_PARAMS 结构体 class SN_POINT_PARAMS(ctypes.Structure): _fields_ = [("point", SN_POINT), ("delayTime", ctypes.c_int)] # 定义函数原型 sn_sdk.apiSNCreateHandle.argtypes = [ctypes.POINTER(ctypes.c_char),ctypes.POINTER(ctypes.c_char), ctypes.POINTER(SN_RESULT)] sn_sdk.apiSNCreateHandle.restype = ctypes.c_void_p sn_sdk.apiSNGetVersion.argtypes = [ctypes.c_void_p, ctypes.POINTER(ctypes.c_char)] sn_sdk.apiSNGetVersion.restype = SN_RESULT sn_sdk.apiSNMouseMove.argtypes = [ctypes.c_void_p, SN_POINT, SN_POINT, ctypes.POINTER(SN_POINT_PARAMS)] sn_sdk.apiSNMouseMove.restype = SN_RESULT # 根据实际情况调整 sn_sdk.apiSNDestroyHandle.argtypes = [ctypes.c_void_p] sn_sdk.apiSNDestroyHandle.restype = SN_RESULT result = SN_RESULT() # 创建 SN_RESULT 实例 handle = sn_sdk.apiSNCreateHandle(key_bytes, onnx_bytes,ctypes.byref(result)) if result.code != 0: message = result.message.decode('gbk', errors='replace').strip() print("Result message:", message) else: print("Handle created successfully") # 获取版本号 version = ctypes.create_string_buffer(4096) version_result = sn_sdk.apiSNGetVersion(handle, version) if version_result.code != 0: message = result.message.decode('gbk', errors='replace').strip() print("Result message:", message) else: message = result.message.decode('gbk', errors='replace').strip() print("Result message:", version.value.decode()) # 获取轨迹 # 定义开始和结束坐标 start_point = SN_POINT(100, 100) end_point = SN_POINT(800, 800) # 假设返回的轨迹点数量 num_points = 4096 # 创建一个数组来接收轨迹点 points_array = (SN_POINT_PARAMS * num_points)() # 调用 apiSNMouseMove 函数 move_result = sn_sdk.apiSNMouseMove(handle, start_point, end_point, points_array) # 检查结果 if move_result.code != 0: message = result.message.decode('gbk', errors='replace').strip() print("Result message:", message) else: # 遍历并打印每个点 for i in range(num_points): if points_array[i].point.x == -1 and points_array[i].point.y == -1: break # 轨迹结束 print(f"Point {i}: ({points_array[i].point.x}, {points_array[i].point.y},{points_array[i].delayTime})") # X坐标 ,Y坐标 ,延时时间 # 释放句柄 destroy_result = sn_sdk.apiSNDestroyHandle(handle) if destroy_result.code != 0: message = result.message.decode('gbk', errors='replace').strip() print("Result message:", message) else: print("Handle destroyed successfully")

python 模拟人工鼠标轨迹算法Demo

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