Pix2Pix
bCloud LLC ұсынады
Version 2.3.0+ Free with Support on Ubuntu 24.04
Pix2Pix is an open-source deep learning model based on conditional Generative Adversarial Networks (cGANs) that performs image-to-image translation. It can learn to transform one type of image into another, such as converting sketches to photos, black-and-white images to color, or maps to satellite views.
Features of Pix2Pix:
- Performs high-quality image-to-image translation using cGAN architecture.
- Trains on paired datasets for accurate output generation.
- Includes generator and discriminator networks for realistic image synthesis.
- Supports pretrained models for tasks like facades, edges, and labels translation.
- Built with PyTorch and compatible with GPU acceleration for faster processing.
To start Pix2Pix:
#sudo su
#sudo apt update
#cd /opt
#cd pix2pix
#python3 -m venv pix2pix-env
#source pix2pix-env/bin/activate<
#git log -1
#python -c "import torch; print('PyTorch version:', torch.__version__)"
Disclaimer: Pix2Pix is an open-source research project developed by UC Berkeley researchers. It is provided “as is,” without any warranty. Users are responsible for proper setup, dataset usage, and adherence to licensing terms.