Image-to-Image Translation with pix2pix (cGAN)

This project demonstrates image-to-image translation using a conditional GAN (pix2pix). A pre-trained pix2pix model is used to transform an input image into a target image.

Features

• Uses pix2pix (conditional GAN)
• Pre-trained model for fast inference
• CPU-compatible implementation

Tech Stack

• Python
• PyTorch
• torchvision
• PIL

How to Run

pip install -r requirements.txt python pix2pix_inference.py

References

Ref: #1 Pix2pix: Image-to-Image Translation Tutorial https://www.tensorflow.org/tutorials/generative/pix2pix Ref: #2 mage-to-Image Translation using Pix2Pix https://www.geeksforgeeks.org/machine-learning/image-to-image-translation-using-pix2pix/ Ref: #3 Image Translation with Pix2Pix https://pyimagesearch.com/2022/07/27/image-translation-with-pix2pix/