artbench VS ALAE

Compare artbench vs ALAE and see what are their differences.

artbench

Benchmarking Generative Models with Artworks (by liaopeiyuan)
Deep Learning generative-model
Source Code
arxiv.org
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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
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artbench ALAE
1 1
214 3,494
- -
10.0 0.0
over 1 year ago over 3 years 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.

artbench

Posts with mentions or reviews of artbench. We have used some of these posts to build our list of alternatives and similar projects.
  • Public U. Art Club [ so far ✌️ ]
    1 project | /r/comics | 5 Jan 2023
    This example is a data set that's been created for training AI models on differentiating between different styles of art. But at the end of that data set an AI is no more capable of defining what impressionism is than it was before but it can produce new art that appears to be impressionist, surrealist, cubist, whatever based on the examples it's been given and the only reason they don't seem to be copies of any handful of paintings is because the AI has scanned and indexed 1,000 distinct paintings in that style. But a human brain can look at a handful of impressionist painting and intuit the commonalities that make "impressionism" a unique style.

ALAE

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

What are some alternatives?

When comparing artbench and ALAE you can also consider the following projects:

Papers-in-100-Lines-of-Code - Implementation of papers in 100 lines of code.

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

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

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

RAVE - Official implementation of the RAVE model: a Realtime Audio Variational autoEncoder

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

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

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

torch-metrics - Metrics for model evaluation in pytorch

checkface - Putting a face to a hash

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

artbench vs Papers-in-100-Lines-of-Code ALAE vs jukebox artbench vs denoising-diffusion-pytorch ALAE vs simsiam-cifar10 artbench vs RAVE ALAE vs dnn_from_scratch ALAE vs generative-inpainting-pytorch ALAE vs lightweight-gan ALAE vs denoising-diffusion-pytorch ALAE vs torch-metrics ALAE vs checkface ALAE vs stylegan3-editing