ALAE VS stargan-v2

Compare ALAE vs stargan-v2 and see what are their differences.

ALAE

[CVPR2020] Adversarial Latent Autoencoders (by podgorskiy)
#generative-adversarial-network #Deep Learning #autoencoder #ffhq #celeba #celeba-hq #Stylegan #alae #neural-network #generative-model #Gan #face-generation #Pytorch #pytorch-implementation #Python #Paper #paper-implementations #cvpr2020 #Computer Vision #Machine Learning
Source Code

stargan-v2

StarGAN v2 - Official PyTorch Implementation (CVPR 2020) (by clovaai)
#Pytorch #image-to-image-translation #generative-models #stargan-v2 #cvpr2020
Source Code
Our great sponsors
  • InfluxDB - Access the most powerful time series database as a service
  • Sonar - Write Clean Python Code. Always.
  • SaaSHub - Software Alternatives and Reviews
Our great sponsors
ALAE stargan-v2
1 1
3,399 3,217
- 1.0%
0.0 1.3
over 2 years ago about 1 month ago
Python Python
- GNU General Public License v3.0 or later
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

ALAE

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

We haven't tracked posts mentioning ALAE yet.
Tracking mentions began in Dec 2020.

stargan-v2

Posts with mentions or reviews of stargan-v2. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-07-20.
  • How to Run stargan2 on Google Colab
    2 projects | dev.to | 20 Jul 2021
    This version of StarGAN2 (coined as 'Post-modern Style Transfer') is intended mostly for fellow artists, who rarely look at scientific metrics, but rather need a working creative tool. At least, this is what I use nearly daily myself. Here are few pieces, made with it: Terminal Blink, Occurro, etc. Tested on Pytorch 1.4-1.8. Sequence-to-video conversions require FFMPEG. For more explicit details refer to the original implementation.

What are some alternatives?

When comparing ALAE and stargan-v2 you can also consider the following projects:

jukebox - Code for the paper "Jukebox: A Generative Model for Music"

dnn_from_scratch - A high level deep learning library for Convolutional Neural Networks,GANs and more, made from scratch(numpy/cupy implementation).

simsiam-cifar10 - Code to train the SimSiam model on cifar10 using PyTorch

AvatarMe - Public repository for the CVPR 2020 paper AvatarMe and the TPAMI 2021 AvatarMe++

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

denoising-diffusion-pytorch - Implementation of Denoising Diffusion Probabilistic Model in Pytorch

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

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

torch-metrics - Metrics for model evaluation in pytorch

StyleFlow - StyleFlow: Attribute-conditioned Exploration of StyleGAN-generated Images using Conditional Continuous Normalizing Flows (ACM TOG 2021)

stargan2 - StarGAN2 for practice

ALAE vs jukebox
ALAE vs dnn_from_scratch
ALAE vs simsiam-cifar10
stargan-v2 vs AvatarMe
ALAE vs lightweight-gan
ALAE vs denoising-diffusion-pytorch
ALAE vs generative-inpainting-pytorch
ALAE vs stylegan3-editing
ALAE vs checkface
ALAE vs torch-metrics
ALAE vs StyleFlow
stargan-v2 vs stargan2