HyperGAN vs pytorch-pretrained-BigGAN

HyperGAN

Composable GAN framework with api and user interface (by HyperGAN)

#Gan #unsupervised-learning #generative-adversarial-network #Artificial intelligence #Machine Learning #machine-learning-api #Python #online-learning #Computer Vision #Pytorch #sponsors #hypergan

Source Code

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

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HyperGAN		pytorch-pretrained-BigGAN
	Project
2	Mentions	2
1,185	Stars	978
0.1%	Growth	1.3%
0.0	Activity	0.0
5 months ago	Latest Commit	over 2 years ago
Python	Language	Python
MIT License	License	MIT License

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Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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HyperGAN

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

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

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.

What are some alternatives?

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

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

hifigan-denoiser - HiFi-GAN: High Fidelity Denoising and Dereverberation Based on Speech Deep Features in Adversarial Networks

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

DETReg - Official implementation of the CVPR 2022 paper "DETReg: Unsupervised Pretraining with Region Priors for Object Detection".

student-teacher-anomaly-detection - Student–Teacher Anomaly Detection with Discriminative Latent Embeddings

ALAE - [CVPR2020] Adversarial Latent Autoencoders

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

pix2pixHD - Synthesizing and manipulating 2048x1024 images with conditional GANs

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

Anime2Sketch - A sketch extractor for anime/illustration.

HyperGAN vs lightweight-gan

HyperGAN vs hifigan-denoiser

HyperGAN vs dnn_from_scratch

HyperGAN vs DETReg

HyperGAN vs student-teacher-anomaly-detection