dingsheng-ong/ipr-gan
This is the code repo of our CVPR2021 on protecting the IPR of Generative Adversarial Networks (GANs) from Ambiguity Attack
This project helps MLaaS (Machine Learning as a Service) providers protect the intellectual property of their Generative Adversarial Networks (GANs). It takes an existing GAN model and embeds a hidden watermark without affecting its performance, ensuring that unauthorized replication or redistribution can be detected. This tool is for businesses and researchers who deploy GANs to generate content or perform tasks like image super-resolution and style transfer.
No commits in the last 6 months.
Use this if you are a Machine Learning as a Service provider or a researcher who needs to protect your proprietary GAN models from unauthorized use and intellectual property theft.
Not ideal if your deep learning models are not GANs, or if you are looking for general copyright enforcement rather than a technical solution for model protection.
Stars
33
Forks
9
Language
Python
License
BSD-3-Clause
Category
Last pushed
Oct 17, 2023
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/dingsheng-ong/ipr-gan"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
huggingface/pytorch-pretrained-BigGAN
🦋A PyTorch implementation of BigGAN with pretrained weights and conversion scripts.
torchgan/torchgan
Research Framework for easy and efficient training of GANs based on Pytorch
metal3d/keras-video-generators
Keras generators to generate sequences from videos as input
GANs-in-Action/gans-in-action
Companion repository to GANs in Action: Deep learning with Generative Adversarial Networks
junyanz/pytorch-CycleGAN-and-pix2pix
Image-to-Image Translation in PyTorch