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[D] Pre-trained weights for GANs online?
2 projects | /r/MachineLearning | 18 May 2023
To my surprise, there don't seem to be many GAN weights available for download. Worse yet, many that are available (e.g., https://github.com/huggingface/pytorch-pretrained-BigGAN ) only come with pre-trained generator weights, not discriminator weights. But I need both.
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Tracking mentions began in Dec 2020.
What are some alternatives?
jukebox - Code for the paper "Jukebox: A Generative Model for Music"
simsiam-cifar10 - Code to train the SimSiam model on cifar10 using PyTorch
dnn_from_scratch - A high level deep learning library for Convolutional Neural Networks,GANs and more, made from scratch(numpy/cupy implementation).
denoising-diffusion-pytorch - Implementation of Denoising Diffusion Probabilistic Model in Pytorch
lightweight-gan - Implementation of 'lightweight' GAN, proposed in ICLR 2021, in Pytorch. High resolution image generations that can be trained within a day or two
generative-inpainting-pytorch - A PyTorch reimplementation for paper Generative Image Inpainting with Contextual Attention (https://arxiv.org/abs/1801.07892)
torch-metrics - Metrics for model evaluation in pytorch
stylegan3-editing - Official Implementation of "Third Time's the Charm? Image and Video Editing with StyleGAN3" (AIM ECCVW 2022) https://arxiv.org/abs/2201.13433
checkface - Putting a face to a hash
HyperGAN - Composable GAN framework with api and user interface
stargan-v2 - StarGAN v2 - Official PyTorch Implementation (CVPR 2020)
StyleFlow - StyleFlow: Attribute-conditioned Exploration of StyleGAN-generated Images using Conditional Continuous Normalizing Flows (ACM TOG 2021)