pytorch-pretrained-BigGAN VS pix2pixHD

Compare pytorch-pretrained-BigGAN vs pix2pixHD and see what are their differences.

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pytorch-pretrained-BigGAN pix2pixHD
2 6
978 6,172
1.3% 0.5%
0.0 0.0
over 2 years ago about 1 year ago
Python Python
MIT License GNU General Public License v3.0 or later
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pytorch-pretrained-BigGAN

Posts with mentions or reviews of pytorch-pretrained-BigGAN. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-05-18.
  • [D] Pre-trained weights for GANs online?
    2 projects | reddit.com/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.

pix2pixHD

Posts with mentions or reviews of pix2pixHD. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-02-04.

What are some alternatives?

When comparing pytorch-pretrained-BigGAN and pix2pixHD you can also consider the following projects:

pytorch-CycleGAN-and-pix2pix - Image-to-Image Translation in PyTorch

awesome-colab-notebooks - Collection of google colaboratory notebooks for fast and easy experiments

sofgan - [TOG 2022] SofGAN: A Portrait Image Generator with Dynamic Styling

face-parsing.PyTorch - Using modified BiSeNet for face parsing in PyTorch

generative-inpainting-pytorch - A PyTorch reimplementation for paper Generative Image Inpainting with Contextual Attention (https://arxiv.org/abs/1801.07892)

contrastive-unpaired-translation - Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)

CycleGAN - Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

StyleSwin - [CVPR 2022] StyleSwin: Transformer-based GAN for High-resolution Image Generation

Im2Vec - [CVPR 2021 Oral] Im2Vec Synthesizing Vector Graphics without Vector Supervision

DeblurGANv2 - [ICCV 2019] "DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better" by Orest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang Wang

ArtGAN - ArtGAN + WikiArt: This work presents a series of new approaches to improve GAN for conditional image synthesis and we name the proposed model as “ArtGAN”.

HyperGAN - Composable GAN framework with api and user interface