Redesigning the Pix2Pix model for small datasets with fewer parameters and different PatchGAN architecture
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Oct 18, 2025 - Python
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patchgan
Here are 14 public repositories matching this topic...
Using Pix2Pix GAN for translating Anime images to something more aesthetic
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Jun 23, 2021 - Python
AquaThreat is a research-driven AI project focused on underwater image enhancement and naval security applications, particularly detecting and analyzing threats such as underwater mines. It integrates advanced deep learning architectures like GANs, PatchGAN, and U-Nets to improve visibility in challenging aquatic environments.
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Apr 16, 2026 - Python
A PyTorch-based image synthesis and computer vision framework.
machine-learning computer-vision deep-learning pytorch generative-adversarial-network gan unet pix2pix diffusion graphical-user-interface image-to-image-translation image-synthesis onnx diffusion-models patchgan pyside6
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Feb 18, 2026 - Python
Sketch-to-Image Criminal Identification System using a pix2pix GAN trained on the CUHK dataset to generate realistic images from sketches. A classifier is then trained on mugshot data to identify individuals based on generated images, enhancing forensic sketch recognition with deep learning for accurate identification.
computer-vision image-processing pytorch forensics generative-adversarial-network face-recognition ssim unet hyperparameter-tuning psnr image-enhancement sketch-to-image patchgan gamma-inversion
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Dec 9, 2024 - Python
Face Aging & De-Aging using CycleGAN, PyTorch, OpenCV and Gradio. AI-powered facial age transformation with an interactive web interface.
opencv machine-learning computer-vision deep-learning pytorch gan imageprocessing gradio cyclegan face-aging patchgan
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Jul 1, 2026 - Python
A PyTorch implementation of the Pix2Pix model (cGAN) for image-to-image translation. This project translates semantic segmentation maps to photorealistic images using the Cityscapes dataset.
university-project pytorch generative-adversarial-network gan course-project pix2pix encoder-decoder image-to-image-translation generative-models u-net conditional-gan skip-connections patchgan
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Oct 30, 2025 - Python
Colorizing grayscale facial images using a U-Net neural network architecture with Patch GAN
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Jun 12, 2026 - Python
Analysis of different models for mobile ocular biometrics.
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May 26, 2020 - Python
DCGAN trained on CelebA to generate 64×64 face images from scratch using PyTorch — with Comet ML experiment tracking
t4 pytorch gan dcgan celeba from-scratch face-generation adversarial-training patchgan generative-ai
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Jun 27, 2026 - Python
Task: Neural Style Transfer. The implemented solution uses a CycleGan architecture.
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May 14, 2024 - Python
Bidirectional face age transformation (young↔old) with conditional CycleGAN — AdaIN, multi-scale discriminator, VGG perceptual loss, W&B tracking on RTX 6000 Ada
pytorch image-to-image from-scratch cyclegan adain spectral-normalization imdb-wiki face-aging patchgan generative-ai vgg-perceptual-loss rtx-6000-ada
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Jun 27, 2026 - Python
Project based on Neural Style Transfer, implemented using a CycleGan architecture
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Mar 19, 2024 - Python
Unpaired Image-to-Image Translation using CycleGANs (horse2zebra)
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Jul 1, 2024 - Python
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