Git Product home page Git Product logo

img's Introduction

text2imagebot

Open In Colab GitHub issues GitHub stars GitHub license

Demo

Image gif-demo Image Image Image Image

View more demos โ€ข Contribute to the project

Text2ImageBot is a Telegram bot that generates images from text inputs using advanced text-to-image generation techniques. This bot utilizes state-of-the-art deep learning models to convert textual descriptions into visually appealing images, providing users with a seamless experience for creating compelling visual content.

How It Works

The bot harnesses the power of Diffusion models, a cutting-edge technique from Hugging Face, to convert textual prompts into visually stunning image outputs. By utilizing this advanced machine learning model, the bot comprehends the provided text and produces corresponding images that vividly represent the described content.

Usage

To use the Text2ImageBot, follow these simple steps:

  1. Start a chat with the bot on Telegram.
  2. Send a text message containing the desired image description or prompt.
  3. The bot will process the text and generate an image based on the provided description.
  4. Download the generated image from the bot's response.

Running the Code

To run the code locally, follow the instructions below:

  1. Clone the repository to your local machine.
  2. Ensure you have the required dependencies installed as specified in the requirements.txt file.
  3. Open the text2imagebot.ipynb notebook in your preferred environment (such as Google Colab or Jupyter Notebook).
  4. Follow the instructions in the notebook to execute the code and interact with the text2imagebot.

TODO:

  • Run on Colab
  • Add Multiple Model from Huggingface
  • Give user options to customize the model with seed, steps etc
  • Add a perment Deployment Option
  • Provide a Demo Bot For Testing
  • Add Upscaler
  • More user friendly UI
  • Add showcase channel
  • Add Multi image generation from same prompt
  • Add negative prompt section

Feel free to contribute to the project by submitting bug reports, feature requests, or pull requests. Your contributions are highly appreciated!

img's People

Contributors

nuhmanpk avatar xfunshine avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.