pytorch-pretrained-BigGAN VS ALAE

Compare pytorch-pretrained-BigGAN vs ALAE and see what are their differences.

pytorch-pretrained-BigGAN

🦋A PyTorch implementation of BigGAN with pretrained weights and conversion scripts. (by huggingface)
#neural-network #Gan #Pytorch #biggan #Computer Vision #Artificial intelligence #generative-adversarial-network
Source Code

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
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pytorch-pretrained-BigGAN ALAE
2 1
987 3,442
0.9% -
0.0 0.0
over 2 years ago over 2 years ago
Python Python
MIT License -
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pytorch-pretrained-BigGAN

Posts with mentions or reviews of pytorch-pretrained-BigGAN. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-05-18.
  • [D] Pre-trained weights for GANs online?
    2 projects | /r/MachineLearning | 18 May 2023
    To my surprise, there don't seem to be many GAN weights available for download. Worse yet, many that are available (e.g., https://github.com/huggingface/pytorch-pretrained-BigGAN ) only come with pre-trained generator weights, not discriminator weights. But I need both.

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.

What are some alternatives?

When comparing pytorch-pretrained-BigGAN and ALAE you can also consider the following projects:

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

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

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

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

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

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

torch-metrics - Metrics for model evaluation in pytorch

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

HyperGAN - Composable GAN framework with api and user interface

stargan-v2 - StarGAN v2 - Official PyTorch Implementation (CVPR 2020)

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

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