# python_deep_learning_2022_work3

**Repository Path**: keyrickie/python_deep_learning_2022_work3

## Basic Information

- **Project Name**: python_deep_learning_2022_work3
- **Description**: python and deep learning work3: paper replication
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2022-05-29
- **Last Updated**: 2022-07-07

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# python_deep_learning_2022_work3

#### 介绍
python and deep learning work3: paper replication

该仓库用于记录论文复现过程

原仓库地址:https://github.com/ostadabbas/SLP-Dataset-and-Code.git

复现论文为Simultaneously-Collected Multimodal Lying Pose Dataset: Towards In-Bed Human Pose Monitoring under Adverse Vision Conditions

Shuangjun Liu, Xiaofei Huang, Nihang Fu, Cheng Li, Zhongnan Su, and Sarah Ostadabbas

1. 仓库中不包含训练好的模型。

2. 添加文件test_visual.py用于进行由三模态数据形成可视化结果的测试

3. 添加plot_result.py文件用于利用下述储存结果文件绘制训练相关曲线

4. 储存结果的文件result1.txt从上到下每行内容依次为

HR-IR-loss,HR-IR-acc,HR-IR-test,

SP-IR-loss,SP-IR-acc,SP-IR-test,

CP-IR-loss,CP-IR-acc,CP-IR-test,

PA-IR-loss,PA-IR-acc,PA-IR-test,

PY-IR-loss,PY-IR-acc,PY-IR-test,

ST-IR-loss,ST-IR-acc,ST-IR-test,

HR-D-loss,HR-D-acc,HR-D-test,

SP-D-loss,SP-D-acc,SP-D-test,

CP-D-loss,CP-D-acc,CP-D-test,

PA-D-loss,PA-D-acc,PA-D-test,

PY-D-loss,PY-D-acc,PY-D-test,

ST-D-loss,ST-D-acc,ST-D-test,

HR-PM-loss,HR-PM-acc,HR-PM-test,

SP-PM-loss,SP-PM-acc,SP-PM-test,

CP-PM-loss,CP-PM-acc,CP-PM-test,

PA-PM-loss,PA-PM-acc,PA-PM-test,

PY-PM-loss,PY-PM-acc,PY-PM-test,

ST-PM-loss,ST-PM-acc,ST-PM-test,

储存结果的文件result2.txt从上到下每行内容依次为(若有两侧，则为右侧的准确率)

IR-Ankle,IR-Knee,IR-Hip,IR-Wrist,IR-Elbow,IR-Shoulder,IR-Head,IR-Total,

D-Ankle,D-Knee,D-Hip,D-Wrist,D-Elbow,D-Shoulder,D-Head,D-Total,

PM-Ankle,PM-Knee,PM-Hip,PM-Wrist,PM-Elbow,PM-Shoulder,PM-Head,PM-Total,

PM-D-Ankle,PM-D-Knee,PM-D-Hip,PM-D-Wrist,PM-D-Elbow,PM-D-Shoulder,PM-D-Head,PM-D-Total,

PM-IR-Ankle,PM-IR-Knee,PM-IR-Hip,PM-IR-Wrist,PM-IR-Elbow,PM-IR-Shoulder,PM-IR-Head,PM-IR-Total,

IR-D-Ankle,IR-D-Knee,IR-D-Hip,IR-D-Wrist,IR-D-Elbow,IR-D-Shoulder,IR-D-Head,IR-D-Total,

PM-D-IR-Ankle,PM-D-IR-Knee,PM-D-IR-Hip,PM-D-IR-Wrist,PM-D-IR-Elbow,PM-D-IR-Shoulder,PM-D-IR-Head,PM-D-IR-Total,