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】.

Project Information

• This project is limited to non-commercial scenarios

• All the retrieved and matched web images are from the website: 【unsplash】

• If you need to use the original image, please move to 【unsplash】 Download

• Thanks to 【unsplash】 open source large-scale image dataset

• Thanks to 【openai/CLIP】 open source model code and pretrained model parameters

Install Package

• Install by pip：

$ pip install paddleimsp

• Install by wheel package：【Releases Packages】

Quick Start

from imsp import IMSP

# Load the engine
# The first load will automatically download the pretrained model and images database
imsp_engine = IMSP()

# 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

# 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

# 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

Contact us

Email : [email protected]
QQ Group : 1005109853