toonify
JoJoGAN
| toonify | JoJoGAN | |
|---|---|---|
| 2 | 11 | |
| 594 | 1,400 | |
| - | - | |
| 0.0 | 0.0 | |
| over 3 years ago | over 1 year ago | |
| Jupyter Notebook | Jupyter Notebook | |
| - | MIT License |
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toonify
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Is there a AI which is able to edit images to make them look drawn?
Toonify - for faces
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Training a face portrait model
The model is trained using layer swapping + distillation technique from https://github.com/justinpinkney/toonify
JoJoGAN
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Can anyone tell me what type of model can do this?
I've tried style transfer and some GANs like this one: https://github.com/mchong6/JoJoGAN
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✨ Best Computer Vision Projects with Source Code 🚀
🔗 https://github.com/mchong6/JoJoGAN
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Does any anybody know how to write a dataloader script for JoJoGAN training?
And I quite liked and wanted to train this model with my own dataset, and always fell into the same error CUDA Out of Memory again and again. After searching across the internet for answers ended up finding it -> here.
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In A Latest Computer Vision Research, Researchers Introduce ‘JoJoGAN’: An AI Method With One-Shot Face Stylization
Code for https://arxiv.org/abs/2112.11641 found: https://github.com/mchong6/JoJoGAN
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Style Transfer from multiple style sources?
Since you want to use multiple images for style, it reminded me of this pipeline. In it you can take a dataset of style images and finetune a pretrained model for 500-1000 iterations to achieve the style from these images on new ones. I am not sure if that pipeline is what you need or not though, because it is built for faces in particular, but maybe you can take inspiration from their approach for a generic method.
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Is there a AI which is able to edit images to make them look drawn?
Here are some models that do that with face images that I have tried out: AnimeGANv3 - this one just came out ArcaneGAN - for faces JoJoGAN - for faces
- Official PyTorch repo for JoJoGAN: One Shot Face Stylization
- JoJoGAN: One Shot Face Stylization
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[R] JoJoGAN: One Shot Face Stylization
github: https://github.com/mchong6/JoJoGAN
What are some alternatives?
AnimeGANv3 - Use AnimeGANv3 to make your own animation works, including turning photos or videos into anime.
ArcaneGAN - ArcaneGAN
gan-vae-pretrained-pytorch - Pretrained GANs + VAEs + classifiers for MNIST/CIFAR in pytorch.
AnimeGANv2 - [Open Source]. The improved version of AnimeGAN. Landscape photos/videos to anime
pixel2style2pixel - Official Implementation for "Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation" (CVPR 2021) presenting the pixel2style2pixel (pSp) framework
articulated-animation - Code for Motion Representations for Articulated Animation paper
InstColorization
Object_Detection_Tracking - Out-of-the-box code and models for CMU's object detection and tracking system for multi-camera surveillance videos. Speed optimized Faster-RCNN model. Tensorflow based. Also supports EfficientDet. WACVW'20