Skip to content

Welcome to the DeepDream Project! This web application allows you to create mesmerizing and artistic images using the DeepDream algorithm.

Notifications You must be signed in to change notification settings

TejasKalsait/DeepDream

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

37 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

DeepDream Project - Streamlit Web Application

From - Tejas Kalsait (kalsaittejas10@gmail.com)

Feel free to connect on LinkedIn at https://www.linkedin.com/in/tkalsait/

Check out the live demo of the DeepDream Project here: DeepDream Web App

https://dreamer-ai.streamlit.app/

Examples of Generated Images

alt text alt text

Table of Contents

1) Introduction

Welcome to the DeepDream Project! This Streamlit web application allows you to create mesmerizing and artistic images using the DeepDream algorithm. DeepDream is a computer vision algorithm developed by Google that enhances images by iteratively amplifying patterns it detects in the image.

With this web application, you can upload your own images or use the pre-loaded ones to apply the DeepDream algorithm. You have control over the layers and iterations, allowing you to fine-tune the dreamy effect as per your preferences.

2) Demo

Check out the live demo of the DeepDream Project here: DeepDream Web App

https://dreamer-ai.streamlit.app/

3) Features

Upload your own images. Control the layers and iterations of the DeepDream algorithm. Visualize and save the dreamy results.

4) How to Use

Visit the live demo link: https://dreamer-ai.streamlit.app/ Once the web application loads, you will see the main interface. Click on the "Upload Image" button to select an image from your local machine. Adjust the "Layers" and "Iterations" sliders to customize the DeepDream effect. Click on the "Generate!" button to apply the DeepDream algorithm and visualize the result. If you are satisfied with the outcome, you can download the dreamy image using the "Download" button.

5) The DeepDream Project has the following major dependencies:

Python >= 3.9 streamlit torch torchvision numpy opencv PIL You can find the complete list of dependencies along with their versions in the requirements.txt file.

Happy dreaming! If you have any questions or feedback, feel free to reach out to me. Enjoy creating your own dreamy images with the DeepDream Project!

About

Welcome to the DeepDream Project! This web application allows you to create mesmerizing and artistic images using the DeepDream algorithm.

Topics

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages