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zhhyjs_baseline's Introduction

zhhyjs_baseline

数字**创新大赛-智慧海洋建设 baseline

大赛链接:https://tianchi.aliyun.com/competition/entrance/231768/introduction

为了大家的公平,此代码丢弃了一些特征,大家可自行挖掘

有关围网等知识:

https://www.zhihu.com/question/22424944/answer/101042704?utm_source=wechat_session&utm_medium=social&utm_oi=819852327044386816

常规思路代码:

baseline.ipynb

路径识别代码:

分数较低,没有仔细调,只有0.5左右,给大家提供一个思路

FigureTransform.py:将路径保存为图片

resnet.py:模型文件

Dataset.py:数据读取文件

picture_baseline.py:模型训练及预测

不需要修改路径,可以直接运行,框架pytorch。 运行顺序: FigureTransform.py->picture_baseline.py

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