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Natural-language-image-search Alternatives
Similar projects and alternatives to natural-language-image-search based on common topics and language
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CLIP
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
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natural-language-youtube-search
Search inside YouTube videos using natural language
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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fastbook
The fastai book, published as Jupyter Notebooks
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steam-image-search
Search for images on Steam using natural language queries.
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Queryable
Run OpenAI's CLIP model on iOS to search photos.
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datasets
🎁 5,400,000+ Unsplash images made available for research and machine learning (by unsplash)
natural-language-image-search reviews and mentions
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Simplest way to obtain a network classifying images as Paintings / Not Paintings?
You can give OpenAI's CLIP a shot: https://github.com/openai/CLIP. It's capable of doing zero-shot classification. Here is a neat example of CLIP usage: https://github.com/haltakov/natural-language-image-search.
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OpenAI’s CLIP: Search Images with Descriptions Instead of Keywords
CLIP Image Search
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Search inside YouTube videos using natural language queries
There is one caveat to be aware of - the image is cropped to a square in the center and scaled down to 224x224. So small details will be lost, for example if you want to run it on scanned documents. Photos work great though.
I tried it on the 2M photos from the Unsplash dataset: https://github.com/haltakov/natural-language-image-search
Yes, this is definitely possible. You can maybe try computing some kind of image distance between frames or some keyframe extraction.
Once you compute the features, the search is very efficient! I tried it for searching in the 2M photos dataset from Unsplash and it takes like 2-3 seconds: https://github.com/haltakov/natural-language-image-search
I plan to run my personal photos through it :)
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Stats
haltakov/natural-language-image-search is an open source project licensed under MIT License which is an OSI approved license.
The primary programming language of natural-language-image-search is Jupyter Notebook.