An Image Search and Pair system base on PaddlePaddle.
Search Web Image by text and pair similar images by image.
Base project：【Paddle-CLIP】.
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This project is limited to non-commercial scenarios
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All the retrieved and matched web images are from the website: 【unsplash】
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If you need to use the original image, please move to 【unsplash】 Download
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Thanks to 【unsplash】 open source large-scale image dataset
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Thanks to 【openai/CLIP】 open source model code and pretrained model parameters
- Install by pip：
$ pip install paddleimsp- Install by wheel package：【Releases Packages】
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
Email : agentmaker@163.com
QQ Group : 1005109853