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feature_analysis's Introduction

This repo is built for my feature analysis on vehicle re-identification.

Function

分析提取的特征的距离。 先分为训练集和测试集两部分。每部分都做这样的分析。

  1. 相同相机同ID的距离分布、平均值、方差，作为参照
  2. 不同相机同ID的距离分布、平均值、方差
  3. 不同相机不同ID的距离分布、平均值、方差

Input/Output

Data structure

数据准备好之后，按照如下的目录结构存放数据。

├── data
│   ├── feature
│   │   ├── train
│   │   |   ├── feature.pkl         # 保存的特征
│   │   |   ├── pic_name.txt        # 图片名字，与特征一一对应
│   │   ├── test
│   │   |   ├── feature.pkl         
│   │   |   ├── pic_name.txt        
│   ├── picture                     # 图片
│   │   ├── 0001_c1_00000001.jpg
│   │   ├── 0001_c1_00000002.jpg

Quick start

TODO

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