Are you looking for a powerful and innovative photo editing tool that can transform your images with ease?
Look no further than DragGAN AI, a popular AI-driven photo editor developed through a collaboration between the Max Planck Institute, MIT CSAIL, and Google. This tool allows you to make realistic alterations to photographs by simply dragging and placing points interactively.DragGAN AI is revolutionizing the way we edit images.
We will explore you through the process of installing and using DragGAN AI on Ubuntu 22.04, showcasing the tool's potential and accessibility for users looking to enhance their photo editing capabilities.
Key Features of DragGAN Photo Editor
DragGAN allows users to interactively manipulate images with exceptional precision. It uses the simple drag-and-drop points on the image, users can control the pose, share, expression, and layout of various objects within the photo. It offers a more innovative approach providing a user-friendly and intuitive way to edit images, making it accessible to both beginners and experienced users.
3D Modeling Integration
DragGAN generates a 3D model of the realistic image, allowing you to modify various aspects such as posture, shape, emotion, and object arrangement while maintaining logical and realistic transformations.
Feature-based Motion Supervision
DragGAN AI photo editor consists of a feature-based motion supervision that drives the handle point to move toward the target position and a new point-tracking approach that leverages the discriminative generator features to keep localizing the position of the handle points.
Vast Range of Applications
Capabilities of DragGAN AI can manipulate the pose, shape, expression, and layout of diverse categories such as animals, cars, humans, landscapes, etc., producing realistic outputs even for challenging scenarios.
Downloading DragGAN AI Editing Tool in Ubuntu
In this detailed tutorial, we will help you understand how to install and execute DragGAN AI. This whole process is to install the DragGAN AI. The official source code is available with a GitHub version on Ubuntu 22.04 server with Tesla T4 GPU, 2vCPU 7.5GB RAM, 50 GB disk space, and secure boot disabled on Google Cloud.
Using the DragGAN AI editing tool will help you test the whole setup on Google Cloud. As DragGAN AI uses different GPUs, users can install the appropriate Nvidia driver.
Begin by configuring the server for DragGAN AI on Ubuntu 22.04
Setup Deep Learning Architecture with Nvidia, Cuda, cuDNN, Anaconda
Install by simply following the steps to install the Anaconda3. This does not require to installation of TensorFlow or PyTorch. Make sure to install all the important Python packages as mentioned –
Pull the Repository from GitHub
To obtain the repository from GitHub, use the git clone command.
Once done, start navigating inside the directory
Create a Conda Environment
After installing Conda, click on Create a new Conda environment (a virtual environment that lets you create an Anaconda environment and start installing the packages.
The download may take some time to fully install all the required packages. Wait until the installation is complete.
Once the installation is done, execute the below-mentioned command to launch DragGAN web GUI using the following command.
Note: Users can also launch the DragGAN demo in Gradio using the following command.
The Gradio runs on port 7860 i.e., [http://localhost:7860]. You can either create a firewall to open this port or simply configure the Nginx reverse proxy. It helps you open it on your browser without accessing the port.
Gradio Nginx Configuration (Optional)
This will help you find out the way to configure Nginx reverse proxy to launch Gradio on a web browser without a port. It helps you configure the domain name and install the SSL as and when required.
You can execute the below-mentioned command to install Nginx.
Remove default Nginx configurations.
Create new Nginx configuration for DragGAN.
Copy and paste the code in the editor.
Replace YOUR_EXTERNAL_IP with your IP or your domain name.
Enabled DragGAN Nignx configuration.
Check Nginx configuration.
Restart Nignx for the DragGAN configuration to take effect.
Now you can open your DragGAN editor on your web browser on your IP or your domain name.
DragGAN AI is a powerful and innovative photo editing tool that uses artificial intelligence to transform and modify images with ease.
With its user-friendly interface, point-based editing, 3D modeling integration, feature-based motion supervision, and a variety of applications, DragGAN AI is revolutionizing the way we edit images.
This detailed guide on installing and using DragGAN AI on Ubuntu 22.04 demonstrates the tool's potential and accessibility for users looking to enhance their photo editing capabilities.
So, are you ready to experience the future of image editing with DragGAN AI?