# Paddle-IMSP
**Repository Path**: AgentMaker/Paddle-IMSP
## Basic Information
- **Project Name**: Paddle-IMSP
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Apache-2.0
- **Default Branch**: main
- **Homepage**: None
- **GVP Project**: No
## Statistics
- **Stars**: 0
- **Forks**: 0
- **Created**: 2021-05-11
- **Last Updated**: 2021-05-11
## Categories & Tags
**Categories**: Uncategorized
**Tags**: None
## README
# Paddle-IMSP
An Image Search and Pair system base on PaddlePaddle.
Search Web Image by text and pair similar images by image.
Base project：[【Paddle-CLIP】](https://github.com/AgentMaker/Paddle-CLIP).
## Project Information
* This project is limited to non-commercial scenarios
* All the retrieved and matched web images are from the website: [【unsplash】](https://unsplash.com/)
* If you need to use the original image, please move to [【unsplash】](https://unsplash.com/) Download
* Thanks to [【unsplash】](https://unsplash.com/data) open source large-scale image dataset
* Thanks to [【openai/CLIP】](https://github.com/openai/CLIP/) open source model code and pretrained model parameters
## Install Package
* Install by pip：
```shell
$ pip install paddleimsp
```
* Install by wheel package：[【Releases Packages】](https://github.com/AgentMaker/Paddle-IMSP/releases)
## Quick Start
```python
from imsp import IMSP
# Load the engine
# The first load will automatically download the pretrained model and images database
imsp_engine = IMSP()
```
```python
# Search Web Image by text
# You can use Chinese or English
photo_urls = imsp_engine.im_search('sky')
```
Preview photos:
Original image：Unsplash Link
Original image：Unsplash Link
Original image：Unsplash Link
```python
# Pair similar images by image
photo_urls = imsp_engine.im_pair('fruit.jpg')
```
Preview photos:
Original image：Unsplash Link
Original image：Unsplash Link
Original image：Unsplash Link
```python
# Use the images and texts to search and pair images
photo_urls = imsp_engine.im_search_pair(images=['road.jpg'], texts=['cars', 'peoples'], topk=5)
```
Preview photos:
Original image：Unsplash Link
Original image：Unsplash Link
Original image：Unsplash Link