# image-caption-system

**Repository Path**: sunxiaobing99/image-caption-system

## Basic Information

- **Project Name**: image-caption-system
- **Description**: No description available
- **Primary Language**: Python
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 3
- **Forks**: 1
- **Created**: 2021-12-03
- **Last Updated**: 2023-07-19

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# ImageCaption
## Frontend

### 安装package
1. `cd frontend`
- 执行 `npm install`

- 安装`element-ui`

    `npm i element-ui -S`

- 安装`vue-router`

    `npm i vue-router -D`

- 安装`vuex`

    `npm install vuex --save`

- 安装`axios`

    `npm i axios`

- 安装`echarts`

    `npm install echarts -S`

### 运行前端
```
cd frontend

npm run dev
```

## Backend
### 安装package
- 安装`django`

    `pip install django`

- 安装`djangorestframework`

    `pip install djangorestframework`

- django-cors-headers

    `pip install django-cors-headers`


### 运行后端
```
cd backend

python manage.py runserver 8000
```

## Model
### 依赖环境
- 基本环境：`pytorch`
#### Show, attend and tell
- `pip install scikit-image`

#### Up-down
- `pip install lmdbdict`
- `pip install torch`
- `pip install torchvision`
- `pip install  h5py`

下载resnet101.pth （链接: https://pan.baidu.com/s/1fL_AAouGCENbdc0UZWkWqQ 提取码: avik），放到该位置：backend/imagecaption/subsystems/bottomUp_ev/resnet101.pth

下载模型（链接：链接: https://pan.baidu.com/s/1TxAq7K3WgOiMtREwMJRMQw 提取码: fwls），放到该位置：backend/imagecaption/subsystems/bottomUp_ev/bottomUp
#### M2Transformer
- `pip install pycocotools`
- `pip install opencv-python`
- `pip install easydict`
- 执行`$ cd lib` `$ python setup.py build develop`
- `pip insatll spacy`
- `python -m spacy download en`
> 如果en下载超时，可以参照下面的链接手动进行安装：https://blog.csdn.net/hjzgj263446/article/details/103527952

下载faster rcnn 链接：https://pan.baidu.com/s/1Sq2KjJshQ4sUMtc8Z9vGyw  提取码：4000 , 放到backend/imagecaption/subsystems/m2_transformer/models1路径下

下载m2transformer 链接：https://pan.baidu.com/s/12-dy-lLc50AuXXcv1bceHw 提取码：vhjf, 放到backend/imagecaption/subsystems/m2_transformer路径下