pix2pixHD VS ArtGAN

Compare pix2pixHD vs ArtGAN and see what are their differences.

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”. (by cs-chan)
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pix2pixHD ArtGAN
6 1
6,498 402
0.8% -
0.0 3.6
10 months ago 7 months ago
Python Python
GNU General Public License v3.0 or later BSD 3-clause "New" or "Revised" License
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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.

ArtGAN

Posts with mentions or reviews of ArtGAN. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-03-03.
  • I'm looking for hoards of modern digital art to train an AI to generate art
    2 projects | /r/DataHoarder | 3 Mar 2021
    This could help: https://github.com/cs-chan/ArtGAN https://archive.org/details/academictorrents_1d154cde2fab9ec8039becd03d9bb877614d351b Reach out to e.g. the National Gallery of Art providing proof of your student status (like enrollment cert and a note from your prof); they might be able to provide you with a bulk download option for their paintings. Reach out to the art department and the library of your uni - they might be able to help.

What are some alternatives?

When comparing pix2pixHD and ArtGAN 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

ebsynth - Fast Example-based Image Synthesis and Style Transfer

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

gaussian-splatting - Original reference implementation of "3D Gaussian Splatting for Real-Time Radiance Field Rendering"