A simple FastAPI web service + Vue.js based UI over a rclip-style clip embedding database.

Related tags

Flaskrclip-server
Overview

Explore CLIP Embeddings in a rclip database

A simple FastAPI web service + Vue.js based UI over a rclip-style clip embedding database.

A live demo of this software based on an index of wikimeda images can be seen here.

It enables a search syntax like zebra -stripes +spots to do simple math on CLIP embeddings as shown in this screenshot.

Example of 'zebra -stripes +spots'

A live demo of this system using Wikimedia images can be seen here.

Some interesting results:

It can also do a search based on the difference between the CLIP embeddings of two images directly. For example, CLIP considers this image of a spider on a purple flower minus this image of the same kind of spider on a white flower to be this set of pictures which is mostly purple flowers without the spider.

I find this useful for trying to understand what concepts CLIP considers similar and why.

--

Thumbnail images in the screenshot are from Wikimedia Commons, and are released under various open source licenses. You can perform the same search and click on an image to see the license for each respective image.

You might also like...
Flask Multiple Database Login

Flask Multiple Database Login Handle login with flask using two diferent databases: UE | European; BR | Brazilian; These databases are separed to resp

A simple web application built using python flask. It can be used to scan SMEVai accounts for broken pages.

smescan A simple web application built using python flask. It can be used to scan SMEVai accounts for broken pages. Development Process Step 0: Clone

Browsable web APIs for Flask.
Browsable web APIs for Flask.

Flask API Browsable web APIs for Flask. Status: This project is in maintenance mode. The original author (Tom Christie) has shifted his focus to API S

Flask-Starter is a boilerplate starter template designed to help you quickstart your Flask web application development.
Flask-Starter is a boilerplate starter template designed to help you quickstart your Flask web application development.

Flask-Starter Flask-Starter is a boilerplate starter template designed to help you quickstart your Flask web application development. It has all the r

Burp-UI is a web-ui for burp backup written in python with Flask and jQuery/Bootstrap
Burp-UI is a web-ui for burp backup written in python with Flask and jQuery/Bootstrap

Burp-UI Contents Introduction Screenshots Demo What's that? Who are you? Documentation FAQ Community Notes See also Licenses Thanks Introduction Scree

Intranet de la Rez Flask web app

IntraRez Application Flask de l'Intranet de la Rez. Exigences Python : Probablement = 3.10 à terme, pour l'instant = 3.8 suffit ; Autres packages Li

Boilerplate code for basic flask web apps

Flask Boilerplate This repository contains boilerplate code to start a project instantly It's mainly for projects which you plan to ship in less than

Set up a modern flask web server by running one command.
Set up a modern flask web server by running one command.

Build Flask App · Set up a modern flask web server by running one command. Installing / Getting started pip install build-flask-app Usage build-flask-

Comments
  • clip integration in rclip

    clip integration in rclip

    Hi,

    Since you are working exclusively with rclip which is really a great effort. I want to ask that where or how you get the main clip integration in rclip? The reason for asking this question is that, when the clip training is possible, and even in multi-language it is possible. Whether rclip could be fine-tuned with some specific data in any language?

    Please if you can guide.

    opened by Tortoise17 0
  • Various bugs on non-Linux platforms.

    Various bugs on non-Linux platforms.

    This has only been tested on Linux so far; so probably doesn't work on Windows.

    Known issues:

    • The default db path of ~/.local/share/rclip/db.sqlite3 isn't appropriate for Windows.
    opened by ramayer 0
Releases(v1.0.0)
Browsable web APIs for Flask.

Flask API Browsable web APIs for Flask. Status: This project is in maintenance mode. The original author (Tom Christie) has shifted his focus to API S

Flask API 1.3k Jan 05, 2023
A simple Task todo application built with Flask

Task TODO Table An application built with Flask a Python framework and hosted on Heroku. Important notes GuniCorn (Green Unicorn): is a Python WSGI HT

DCN (Dubem Celestine Nwabuisi) 1 Dec 15, 2021
Small and simple gravatar usage in Flask.

Flask Gravatar About This is small and simple integration gravatar into flask. Installation Flask-Gravatar is on PyPI so all you need is: pip install

Alexander Zelenyak 78 Sep 15, 2022
A tool for the game Politics And War. Saving players hours if searching for targets they can engage with.

A tool for the game Politics And War. Saving players hours if searching for targets they can engage with.

1 Dec 19, 2021
Socket.IO integration for Flask applications.

Flask-SocketIO Socket.IO integration for Flask applications. Installation You can install this package as usual with pip: pip install flask-socketio

Miguel Grinberg 4.9k Jan 02, 2023
This is a Flask web app which predicts fare of Flight ticket

Flight Fare Prediction: Table of Content Demo Overview Motivation Installation Deployement on Heroku Directory Tree Bug / Feature Request Future scope

Ayshwarya 1 Jan 24, 2022
A solid foundation for your flask app

Flask Foundation There is a cookiecutter version of this repo at https://github.com/JackStouffer/cookiecutter-Flask-Foundation. Documentation is locat

Jack Stouffer 1.3k Dec 11, 2022
A basic JSON-RPC implementation for your Flask-powered sites

Flask JSON-RPC A basic JSON-RPC implementation for your Flask-powered sites. Some reasons you might want to use: Simple, powerful, flexible and python

Cenobit Technologies 272 Jan 04, 2023
Formatting of dates and times in Flask templates using moment.js.

Flask-Moment This extension enhances Jinja2 templates with formatting of dates and times using moment.js. Quick Start Step 1: Initialize the extension

Miguel Grinberg 358 Nov 28, 2022
With Flask. Everything in a JSON.

Little Library REST API py 3.10 The only one requeriment it's to have Flask installed. To run this, in ./src/(if you're in PS): $env:FLASK_APP="app

Luis Quiñones Requelme 1 Dec 15, 2021
Flask app for deploying DigitalOcean droplet using Pulumi.

Droplet Deployer Simple Flask app which deploys a droplet onto Digital ocean. Behind the scenes there's Pulumi being used. Background I have been Terr

Ahmed Sajid 1 Oct 30, 2021
Template for a rest app with flask, flask-rest and more...

Flask REST Template About the project (some comments): The ideia behind the project is to create an useful and simple template for an rest app . Besid

107 Nov 16, 2022
Flask Project Template A full feature Flask project template.

Flask Project Template A full feature Flask project template. See also Python-Project-Template for a lean, low dependency Python app. HOW TO USE THIS

Bruno Rocha 96 Dec 23, 2022
Python web-app (Flask) to browse Tandoor recipes on the local network

RecipeBook - Tandoor Python web-app (Flask) to browse Tandoor recipes on the local network. Designed for use with E-Ink screens. For a version that wo

5 Oct 02, 2022
OpenTracing instrumentation for the Flask microframework

Flask-OpenTracing This package enables distributed tracing in Flask applications via The OpenTracing Project. Once a production system contends with r

3rd-Party OpenTracing API Contributions 133 Dec 19, 2022
SeaSurf is a Flask extension for preventing cross-site request forgery (CSRF).

Flask-SeaSurf SeaSurf is a Flask extension for preventing cross-site request forgery (CSRF). CSRF vulnerabilities have been found in large and popular

Max Countryman 183 Dec 28, 2022
A multi-container docker application. Implemented and dockerized a web-based service leveraging Flask

Flask-based-web-service-with-Docker-compose A multi-container docker application. Implemented and dockerized a web-based service leveraging Flask. Des

Jayshree Rathi 1 Jan 15, 2022
Flask Application Structure with MongoDB

This application aims to serve as a template for APIs that intend to use mongoengine and flask-restx

Tiago Franco 5 Jun 25, 2022
Boilerplate code for basic flask web apps

Flask Boilerplate This repository contains boilerplate code to start a project instantly It's mainly for projects which you plan to ship in less than

Abhishek 6 Sep 27, 2021
É uma API feita em Python e Flask que pesquisa informações em uma tabela .xlsx e retorna o resultado.

API de rastreamento de pacotes É uma API feita em Python e Flask que pesquisa informações de rastreamento de pacotes em uma tabela .xlsx e retorna o r

Marcos Beraldo Barros 4 Jun 27, 2021