https://github.com/nikk0001/image-generation-using-pre-trained-models
Welcome to the Image Generation with Pre-trained Models repository! This project demonstrates how to utilize pre-trained generative models like DALL-E-mini and Stable Diffusion to create images from text prompts. These models enable the generation of high-quality images by leveraging powerful deep learning architectures trained on extensive dataset
https://github.com/nikk0001/image-generation-using-pre-trained-models
dall-e generative-adversarial-network generative-ai gpt gpt-3 imagegeneration pretrained-models stable-diffusion
Last synced: 2 months ago
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Welcome to the Image Generation with Pre-trained Models repository! This project demonstrates how to utilize pre-trained generative models like DALL-E-mini and Stable Diffusion to create images from text prompts. These models enable the generation of high-quality images by leveraging powerful deep learning architectures trained on extensive dataset
- Host: GitHub
- URL: https://github.com/nikk0001/image-generation-using-pre-trained-models
- Owner: NIKK0001
- Created: 2024-08-20T17:30:06.000Z (10 months ago)
- Default Branch: main
- Last Pushed: 2024-08-20T17:41:58.000Z (10 months ago)
- Last Synced: 2025-02-04T13:43:42.521Z (4 months ago)
- Topics: dall-e, generative-adversarial-network, generative-ai, gpt, gpt-3, imagegeneration, pretrained-models, stable-diffusion
- Language: Python
- Homepage:
- Size: 2.93 KB
- Stars: 1
- Watchers: 1
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Image Generation with Pre-trained Models
Welcome to the **Image Generation with Pre-trained Models** repository! This project demonstrates how to utilize pre-trained generative models like DALL-E-mini and Stable Diffusion to create images from text prompts. These models enable the generation of high-quality images by leveraging powerful deep learning architectures trained on extensive datasets.
## Table of Contents
- [Introduction](#introduction)
- [Getting Started](#getting-started)
- [Prerequisites](#prerequisites)
- [Installation](#installation)
- [Usage](#usage)
- [Generating Images](#generating-images)
- [Examples](#examples)
- [Models](#models)
- [DALL-E-mini](#dall-e-mini)
- [Stable Diffusion](#stable-diffusion)
- [Contributing](#contributing)
- [License](#license)
- [Acknowledgements](#acknowledgements)
## Introduction
This repository provides a framework for generating images from text prompts using pre-trained generative models. It covers how to use models like DALL-E-mini and Stable Diffusion to create visuals directly from text descriptions. Whether you're an AI enthusiast, a developer, or a designer, this project offers a hands-on approach to exploring the capabilities of generative AI.
## Getting Started
### Prerequisites
Before you begin, ensure you have the following installed:
- Python 3.7+
- Git
- Virtualenv (optional but recommended)
### Installation
1. **Clone the Repository**
```bash
git clone https://github.com/your-username/image-generation-pretrained-models.git
cd image-generation-pretrained-models