Out of Focus v1.0

Out of AI presents a flexible tool in Gradio to manipulate your images. This is our first version of Image modification tool through prompt manipulation by reconstruction through diffusion inversion process. We recommend running it on GPU with at least 15GB VRAM and preferably a A100 GPU for the best experience.

outoffocus.mp4

Download the project

git clone https://github.com/OutofAi/OutofFocus.git
cd  OutofFocus

🚀 Run Gradio Demo locally

After downloading the project and navigating to the correct folder

Install dependencies:

pip install -r requirements.txt

Run the app

python app.py

If you running on a GPU with less than 15GB VRAM, you could try the --enable_low_memory argument when starting the app, the test we ran we managed to run it with 11GB VRAM when enable_low_memory was turned on

🚀 Run Gradio Demo locally in Virtual Environment

If you face any dependency, token or cuda issues we higly recommend running it in a virtual environment.

To run it in a virtual environment use these commands instead, after downloading the project and navigating to the correct folder

Create a virtual environment:

python -m venv venv

Activate the environment:

Windows:

.\venv\Scripts\activate

macOS/Linux:

source venv/bin/activate

Install dependencies:

pip install -r requirements.txt

Run the app in virtual environment:

python app.py

🚀 Run Gradio Demo on Google Colab (GPU based)

If you want to run it on Colab either click on the badge below

or create your own notebook, make sure you got a GPU notebook enabled (Views->Notebook Info) a A100 GPU or a L4 GPU and run the following commands

!git clone https://github.com/OutofAi/OutofFocus
%cd OutofFocus
!pip install -r requirements.txt
!python app.py --share

outoffocus2.mp4

More Examples: