StyleSwin VS APDrawingGAN

Compare StyleSwin vs APDrawingGAN and see what are their differences.

StyleSwin

[CVPR 2022] StyleSwin: Transformer-based GAN for High-resolution Image Generation (by microsoft)
Computer Vision Deep Learning deep-neural-networks Pytorch generative-adversarial-network Gans image-generation image-synthesis styleswin Transformer
Source Code
arxiv.org
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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
Source Code
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StyleSwin APDrawingGAN
1 1
462 756
1.3% -
0.0 0.0
about 1 year ago over 1 year ago
Python Python
MIT License Apache License 2.0
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StyleSwin

Posts with mentions or reviews of StyleSwin. We have used some of these posts to build our list of alternatives and similar projects.

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)

What are some alternatives?

When comparing StyleSwin and APDrawingGAN you can also consider the following projects:

pix2pixHD - Synthesizing and manipulating 2048x1024 images with conditional GANs

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

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

anycost-gan - [CVPR 2021] Anycost GANs for Interactive Image Synthesis and Editing

MobileStyleGAN.pytorch - An official implementation of MobileStyleGAN in PyTorch

Anime2Sketch - A sketch extractor for anime/illustration.

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

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”.

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

TFill - [CVPR 2022]: Bridging Global Context Interactions for High-Fidelity Image Completion

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

StyleSwin vs pix2pixHD APDrawingGAN vs ArtLine StyleSwin vs pytorch-CycleGAN-and-pix2pix APDrawingGAN vs pix2pixHD StyleSwin vs anycost-gan APDrawingGAN vs MobileStyleGAN.pytorch StyleSwin vs Anime2Sketch APDrawingGAN vs HR-VITON StyleSwin vs ArtGAN APDrawingGAN vs concept-ablation StyleSwin vs TFill APDrawingGAN vs fourier_feature_nets