# Source camera identification

**Repository Path**: lwgaoxin/source-camera-identification

## Basic Information

- **Project Name**: Source camera identification
- **Description**: A new method to carry out source camera identification.
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2021-04-03
- **Last Updated**: 2021-04-05

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# 源相机识别

#### 数据集
1.Dresden数据集：[论文地址](https://www.tandfonline.com/doi/abs/10.1080/15567281.2010.531500?queryID=%24{resultBean.queryID}&&&)  
2.自建手机数据集：[百度网盘](https://pan.baidu.com/s/1es04TllxPTFr_jch-eoZ5Q) 提取码：c8f0  

#### 实验环境
操作系统：Linux Ubuntu18.04 LTS  
深度学习框架：Pytorch-1.7.1  
编程语言：Python3.6


#### 代码 

1.层次化类别标注：`layer.py`  
2.构建层次化分类器：`pre_mtl_resnet.py`  
3.训练：`train.py`  
4.生成混淆矩阵：`confusion_matrix.py`  
5.篡改检测：`detect.py`