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foundations-of-artificial-intelligence's Introduction

一. n皇后问题

命令行后加上n即可,默认4皇后

nqueen

nqueen2

二. Astar最短路径

  • 单击鼠标左键设置起点和终点

  • 运行中点击鼠标可暂停

  • 一次任务结束后按r键可重置

    Astare

三.拟合Sin

运行效果:

运行效果

训练误差:

train_loss_ReLU

train_loss_Sigmoid

拟合结果:

result

四.车牌字符识别

1.运行

运行python文件或者jupyter notebook,支持tensorboard查看训练过程

python python CarPlateClassification.py
tensorboard --logdir=logs --port=6006

2.运行效果:

运行结果(jupyter)

3.数据集

测试集为作业中20张截图,训练集和验证集是在开源数据集基础上使用换底色制作

可从此链接下载

测试集样式:

测试集(作业的20张图截图)

训练集样式:

训练集

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