# SphereConvLSTM

**Repository Path**: ericps/sphere-conv-lstm

## Basic Information

- **Project Name**: SphereConvLSTM
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2022-03-14
- **Last Updated**: 2023-04-03

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

## viewport prediction



-  [Arguments.py](Arguments.py) ：参数设置

- [computeAngle.py](computeAngle.py) ：计算ERP投影坐标以及插值函数

- [ConvLSTM.py](ConvLSTM.py) ：Convolutional LSTM model

- [SphereCNN.py](SphereCNN.py) ：SphereNet 函数

- [SphereConvLSTM.py](SphereConvLSTM.py) ：SphereConvLSTM model

- [FoV(ff).py](FoV(ff).py) ：输入 frame + fixation

- [FoV(fsf).py](FoV(fsf).py) ：输入 frame + saliency + fixation

- [FoV(sf).py](FoV(sf).py) ：输入 saliency + fixation

- ~~[ROC.py](ROC.py) ：打算绘制ROC曲线~~



### visual script

- [plot_acc_F-score.py](visual\plot_acc_F-score.py)：绘制不同视频的 [特殊acc] 和 F1-score
- [plot_metrics_avg.py](visual\plot_metrics_avg.py)：绘制 window_size 变化的指标：acc, recall, precision 
- [plot_tile_metrics.py](visual\plot_tile_metrics.py)：绘制不同视频平均指标：acc, recall, precision 
- [plot_SCL.py](visual\plot_SCL.py) ：绘制 SphereConvLSTM 数据
- [plot_CL.py](visual\plot_CL.py) ：绘制 ConvLSTM 数据
- [plot_3D.py](visual\plot_3D.py) ：绘制用户轨迹
- ~~[plot_roc.py](visual\plot_roc.py) ：绘制roc曲线~~



### 日志文件

- log：window = 4，1s
- log_w8：window = 8，2s
- log_w12：window = 12，3s 
- log_w16：window = 16，4s



**PanoSalNet**

- look_back = look_ahead = 15, 1s
- look_back = look_ahead = 30, 2s
- look_back = look_ahead = 45, 3s
- look_back = look_ahead = 60 , 4s