/visual-search

Create a visual search engine using tensorflow serving, elasticsearch, vuejs and nginx.

Primary LanguagePython

Visual Search with Tensorflow Serving, Elasticsearch, VueJS and Nginx

Demo Video on Youtube

Integrate Textual and Visual Search using Tensorflow Serving and Elasticsearch

This demo is created from visual-search-v2.0, which includes color filter, numeric filter and text search. We are going to update this git repo (visual-search-v1.0) soon.

One Step Setup

Create a visual search platform in one step:

# git clone git@github.com:gyang274/visual-search.git
git clone https://github.com/gyang274/visual-search.git

cd visual-search

docker-compose up

Open your favorite browser with http://127.0.0.1/#/, try some URL and local file with visual search, e.g., https://www.potterybarn.com/pbimgs/ab/images/dp/wcm/201824/0483/trieste-dining-chair-o.jpg

The docker image contains 1080 furniture images by default. You can add your own images using the Manage page, or using the scripts provided by this repository.

TODO

  • How to add images using the Manage page.

  • How to add images in bulk using docker cp and python scripts.