visual-search

Visual Search approach for OpenSearch

Install dependencies by running pip install -r requirements.txt
Run Opensearch instance via Docker by running docker-compose -f docker-compose.yml up
Put images into images or download available datasets, such as there - https://huggingface.co/datasets/jamescalam/unsplash-25k-photos
Run python image-embeddings.py
Open Jupyter Notebook - visual-search-demo.ipynb play with it on visual search. You could supply image into embedding or text to find similar image
Enjoy!

Name		Name	Last commit message	Last commit date
Latest commit History 2 Commits
.gitignore		.gitignore
.pre-commit-config.yaml		.pre-commit-config.yaml
LICENSE		LICENSE
README.md		README.md
docker-compose.yml		docker-compose.yml
image-embeddings-mappings.json		image-embeddings-mappings.json
image-embeddings.py		image-embeddings.py
image-search.py		image-search.py
requirements-dev.txt		requirements-dev.txt
requirements.txt		requirements.txt
visual-search-demo.ipynb		visual-search-demo.ipynb

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