APDrawingGAN VS ArtGAN

Compare APDrawingGAN vs ArtGAN and see what are their differences.

APDrawingGAN

Code for APDrawingGAN: Generating Artistic Portrait Drawings from Face Photos with Hierarchical GANs (CVPR 2019 Oral) (by yiranran)
Pytorch Gan apdrawinggan Computer Vision computer-graphics image-generation image-synthesis Deep Learning Face
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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)
artwork-synthesis fine-art-paintings wikiart-dataset generative-adversarial-network image-synthesis Gan Deep Learning artgan wikiart wikiarts art-generator image-generation
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APDrawingGAN ArtGAN
1 1
773 401
- -
0.0 3.6
almost 2 years ago 8 months ago
Python Python
Apache License 2.0 BSD 3-clause "New" or "Revised" License
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APDrawingGAN

Posts with mentions or reviews of APDrawingGAN. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-02-04.
  • Image to hand drawn
    4 projects | /r/artificial | 4 Feb 2022
    Hi, I'm looking for more projects that will turn an image into a "hand drawn" image. These are the ones I've found so far. They are all based on the same dataset from APDrawingGAN. This is a scaled down image. The originals were generated at 1200px width (512 for APDrawGAN)

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 APDrawingGAN and ArtGAN you can also consider the following projects:

ArtLine - A Deep Learning based project for creating line art portraits.

ebsynth - Fast Example-based Image Synthesis and Style Transfer

pix2pixHD - Synthesizing and manipulating 2048x1024 images with conditional GANs

MobileStyleGAN.pytorch - An official implementation of MobileStyleGAN in PyTorch

stylegan2-pytorch - Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement

HR-VITON - Official PyTorch implementation for the paper High-Resolution Virtual Try-On with Misalignment and Occlusion-Handled Conditions (ECCV 2022).

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

concept-ablation - Ablating Concepts in Text-to-Image Diffusion Models (ICCV 2023)

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

fourier_feature_nets - Supplemental learning materials for "Fourier Feature Networks and Neural Volume Rendering"

Deep-Exemplar-based-Video-Colorization - The source code of CVPR 2019 paper "Deep Exemplar-based Video Colorization".

APDrawingGAN vs ArtLine ArtGAN vs ebsynth APDrawingGAN vs pix2pixHD ArtGAN vs pix2pixHD APDrawingGAN vs MobileStyleGAN.pytorch ArtGAN vs stylegan2-pytorch APDrawingGAN vs HR-VITON ArtGAN vs pytorch-CycleGAN-and-pix2pix APDrawingGAN vs concept-ablation ArtGAN vs StyleSwin APDrawingGAN vs fourier_feature_nets ArtGAN vs Deep-Exemplar-based-Video-Colorization