PaddleGAN
stylegan2-pytorch
| PaddleGAN | stylegan2-pytorch | |
|---|---|---|
| 2 | 3 | |
| 7,683 | 2,659 | |
| 0.5% | - | |
| 5.4 | 0.0 | |
| 21 days ago | 6 months ago | |
| Python | Python | |
| Apache License 2.0 | MIT License |
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PaddleGAN
- Make AI paint any photo - Paint Transformer: Feed Forward Neural Painting with Stroke Prediction by Songhua Liu et al. explained in 5 minutes
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Three Step to Get Multi-Personal "Mai-ha-hi"
By using PaddleGAN, ONLY use THREE STEPS to create a "Mai-ha-hi" video by using a photo containing more than one person.
stylegan2-pytorch
- Converting a .pkl file to a .pt for StyleGan2 Model
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I'm stumped with installing PyTorch.
Originally I wanted to run https://github.com/JCBrouwer/maua-stylegan2. I was trying to run the convert_weight.py but it resulted in shape mismatch errors in torch torch.Size([1, 512, 4, 4]) vs torch.Size([1]), so I tried the version here https://github.com/rosinality/stylegan2-pytorch/blob/master/convert_weight.py and the result was the same.
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[D] Node Collapse with StyleGAN2 - ada
Used this implementation (https://github.com/rosinality/stylegan2-pytorch) to better understand the code. IMO it is written way more clearly than the official implementation. You should spend a lot of time reviewing the code until you understand what each line is doing. It isn't helpful that their aren't very many comments, but you should be able to recognize different architectures and calculations from the paper. Understanding the details is key. Don't let your eyes glaze over any part of it.
What are some alternatives?
DeepFaceLab - DeepFaceLab is the leading software for creating deepfakes.
stylegan-waifu-generator - Generate your waifu with styleGAN, stylegan老婆生成器
pytorch-CycleGAN-and-pix2pix - Image-to-Image Translation in PyTorch
PyTorch-StudioGAN - StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.
AnimeGANv2 - [Open Source]. The improved version of AnimeGAN. Landscape photos/videos to anime
anycost-gan - [CVPR 2021] Anycost GANs for Interactive Image Synthesis and Editing
Wav2Lip-GFPGAN - High quality Lip sync
flaxmodels - Pretrained deep learning models for Jax/Flax: StyleGAN2, GPT2, VGG, ResNet, etc.
Image-Super-Resolution-via-Iterative-Refinement - Unofficial implementation of Image Super-Resolution via Iterative Refinement by Pytorch
BasicSR - Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.
maua-stylegan2 - This is the repo for my experiments with StyleGAN2. There are many like it, but this one is mine. Contains code for the paper Audio-reactive Latent Interpolations with StyleGAN.