PictoSymphony

PictoSymphony is an innovative image processing application that leverages cutting-edge technologies to provide a unique and artistic experience. It combines the power of Salesforce's blip-image-captioning-large model for image description with CompVis's stable-diffusion-v1-4 for image generation. The result is a symphony of images that transform your input into captivating visual compositions.

Getting Started

Follow these instructions to get a copy of the project up and running on your local machine for development and testing purposes.

Prerequisites

• Python 3.x
• Jupyter Notebook
• Google Colab account

Installation

Clone the repository to your local machine.

git clone https://github.com/Tejas911/PictoSymphony.git

Usage

Open the Interface_PictoSymphony.ipynb file in Google Colab.

Follow the instructions in the notebook to load your image and experience the magic of PictoSymphony.

How It Works

• Image Description:

  PictoSymphony utilizes the Salesforce/blip-image-captioning-large model to generate textual descriptions of input images.

• Image Generation:

  The CompVis/stable-diffusion-v1-4 model is employed to generate visually appealing images based on the provided descriptions.

• Google Colab Integration:

  Users are recommended to use the Interface_PictoSymphony.ipynb file in Google Colab for a seamless and interactive experience.

Demo