# SSD_ConvLSTM_final

**Repository Path**: hunwenpinghao/SSD_ConvLSTM_final

## Basic Information

- **Project Name**: SSD_ConvLSTM_final
- **Description**:   This is a consecutive frame target detection project by adding convlstm to SSD
- **Primary Language**: Python
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 1
- **Created**: 2020-07-10
- **Last Updated**: 2022-04-04

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# SSD_ConvLSTM_final
  This is a consecutive frame target detection project by adding convlstm to SSD. 

# Description
By adding conv LSTM to SSD, the highest accuracy is improved by nearly 10%. We have carried out on the radar data set provided by 25 customers. There are three targets in total. The network improves target 2 and target 3 greatly, target 2 increases by 5%, target 3 increases by 10%, and target 1 only improves by less than 1%.



# The difference between SSD and SSD_ConvLSTM:
SSD constructure:
![SSD constructure](https://github.com/hunwenpinghao/SSD_ConvLSTM_final/blob/master/SSD_ConvLSTM_final/figure/SSD%E7%BB%93%E6%9E%84%E5%9B%BE.jpg)

SSD+ConvLSTM constructure:
![SSD_ConvLSTM](https://github.com/hunwenpinghao/SSD_ConvLSTM_final/blob/master/SSD_ConvLSTM_final/figure/SSD_LSTM.jpg)