Are you sure you want to delete this task? Once this task is deleted, it cannot be recovered.
You can not select more than 25 topics
Topics must start with a chinese character,a letter or number, can include dashes ('-') and can be up to 35 characters long.
yangzhouxin
25febdc9e1
|
3 years ago | |
|---|---|---|
| .. | ||
| .META-INF | 3 years ago | |
| .idea | 3 years ago | |
| .vscode | 3 years ago | |
| __pycache__ | 3 years ago | |
| backbones | 3 years ago | |
| 0001_c1s1_001051_00.jpg | 3 years ago | |
| XIVReID.py | 3 years ago | |
| config.yaml | 3 years ago | |
| feat.txt | 3 years ago | |
| model.pth | 3 years ago | |
| readme.md | 3 years ago | |
| test.py | 3 years ago | |
| test_XIVReID.py | 3 years ago | |
readme.md
项目中文名
基于X模态的跨模态行人重识别
项目英文名
XIVReID(Infrared-Visible Cross-Modal Person Re-Identification with an X Modality)
作者
Diangang Li, Xing Wei, Xiaopeng Hong, Yihong Gong
项目简介
1. 功能
跨模态行人重识别，实现在RGB图像和近红外(infrared)图像之间的检索
2. 性能
在SYSU-MM01和RegDB上达到当前最优性能
在SYSU-MM01上，rank 1 = 49.92%，mAP = 50.73%；
在RegDB上，rank 1 = 62.21%，mAP = 60.18%；
3. 评估指标
rank1
mAP
4. 使用数据集
SYSU-MM01
RegDB
运行环境与依赖
| 类别 | 名称 | 版本 |
|---|---|---|
| os | ubuntu | 16.04.4 |
| 深度学习框架 | pytorch | 1.1.0 |
输入与输出
| 名称 | 说明 |
|---|---|
| 输入 | 红外图像 |
| 输出 | RGB图像 |
运行方式
在terminal下运行以下命令：
python XIVReID.py
No Description
Text Python Dockerfile Shell
Contributors (1)