Seminar project Unsupervised Image-to-Image translation using GANs
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Updated
Jun 4, 2024 - Python
Seminar project Unsupervised Image-to-Image translation using GANs
PaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer, Wav2Lip, picture repair, image editing, photo2cartoon, image style transfer, GPEN, and so on.
💻 🐈 Added a self-attention layer to the CycleGAN implementation (PyTorch).
Image Domain Transfer with CycleGAN
🌱 SNE-RoadSeg in PyTorch, ECCV 2020 by Rui (Ranger) Fan & Hengli Wang, but now we have improved it.
Image-to-Image Translation in PyTorch
Task: Neural Style Transfer. The implemented solution uses a CycleGan architecture.
Artificial Intelligence
An end-to-end signature verification system to extract, clean and verify signatures in documents. Signatures are detected using YOLOv5. Noise is cleaned using a CycleGAN approach and verified. Keras / Tensorflow / PyTorch
PyTorch Implementation of paper titled "D2BGAN: A Dark to Bright Image Conversion Model for Quality Enhancement and Analysis Tasks Without Paired Supervision"
CycleGAN for Scenery to Pixel Art Generation
ICASSP 2024. A Parameterized Generative Adversarial Network Using Cyclic Projection for Explainable Medical Image Classification.
Code for Dual Contrastive Learning for Unsupervised Image-to-Image Translation, NTIRE, CVPRW 2021, oral.
This repository contains the GAN programs that we implemented for the TCIRRP dataset as part of mini project in university.
Style Transfer Using Generative Adversarial Networks for Brain MRI Enhancement
Project based on Neural Style Transfer, implemented using a CycleGan architecture
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