animegan2-pytorch
AnimeGANv2
animegan2-pytorch | AnimeGANv2 | |
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18 | 4 | |
4,339 | 5,012 | |
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0.0 | 0.0 | |
over 1 year ago | 9 months ago | |
Jupyter Notebook | Python | |
MIT License | - |
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animegan2-pytorch
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Python Mini Projects
rom PIL import Image import torch import IPython from IPython.display import display # upload images from google.colab import files uploaded = files.upload() # https://github.com/bryandlee/animegan2-pytorch # load models and face2paint utility function model_facev2 = torch.hub.load("bryandlee/animegan2-pytorch:main", "generator", pretrained="face_paint_512_v2") face2paint = torch.hub.load("bryandlee/animegan2-pytorch:main", "face2paint", size=512) for INPUT_IMG in ['KatLi.JPG']: img = Image.open(INPUT_IMG).convert("RGB") out_facev2 = face2paint(model_facev2, img) # display images display(img) display(out_facev2)
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Stable Diffusion might be the holy grail.
I'll point you towards Prism, then. As far as style transfer goes, it's the best I've found so far. Extremely simple to run in colab and offline, plus the results are quite good for what it's doing. I used it a ton before I started running Face Portrait v2 offline as a general "art" filter for things I'm working on. It does stylization and some facial morphing in one pass, which adds a lot more personality than style transfer alone. You can also use it on anything, not just faces.
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Anime Botez Live! Her name-a.. Borat
I would recommend https://github.com/bryandlee/animegan2-pytorch and have used it for other videos, but I’m still working on my own model, the results of which you see above 👆🏻
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The new doctor strange trailer, but I just applied an Anime filter to it :)
Sure, I used this Python library and the Inshot video editor https://github.com/bryandlee/animegan2-pytorch
- Need a 2D character design maker software/etc for a visual novel
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Cool (online) places for 2022
PyTorch Implementation of AnimeGANv2
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Try AnimeGANv2 with PyTorch on Google Colab
(2021.02.21) The pytorch version of AnimeGANv2 has been released, Be grateful to @bryandlee for his contribution.
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For u/CheritheFox
AnimeGAN2 PyTorch
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3D to 2D face AI for videos (AnimeGANv2)
github: https://github.com/bryandlee/animegan2-pytorch
source tweet: https://twitter.com/Yokohara\_h/status/1466521442686685188?s=20 web app(webcam): https://huggingface.co/spaces/nateraw/animegan-v2-for-videos web app(images): https://huggingface.co/spaces/akhaliq/AnimeGANv2 github: https://github.com/bryandlee/animegan2-pytorch
AnimeGANv2
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Python Mini Projects
To turn your picture into animations, you can use the algorithm called AnimeGANv2, a deep learning algorithm that transforms real-world scenes into anime-style images. The technical nitty-gritty is beyond the scope of this blog, but if you’d like to learn more, feel free to check out this GitHub.
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Kennedy VS Nixon, Part One (1960) | 4k | HFR | COLORIZED | ANIMATED.
Thank you. Photo-restore + Deoldify + Animegan + Rife + 4K upscale
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An AI generated anime-style portrait for miyoung~
this one~ https://github.com/TachibanaYoshino/AnimeGANv2
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Photo to Painting applications/notebooks?
https://github.com/TachibanaYoshino/AnimeGANv2 https://github.com/bryandlee/animegan2-pytorch
What are some alternatives?
ebsynth - Fast Example-based Image Synthesis and Style Transfer
AnimeGANv3 - Use AnimeGANv3 to make your own animation works, including turning photos or videos into anime.
PaddleGAN - PaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer, Wav2Lip, picture repair, image editing, photo2cartoon, image style transfer, GPEN, and so on.
StyleCLIPDraw - Styled text-to-drawing synthesis method. Featured at IJCAI 2022 and the 2021 NeurIPS Workshop on Machine Learning for Creativity and Design
Ubuntu-Deep-Learning-Environment-Setup - Guide to installing Tensorflow with NVIDIA GPU and Deep learning enviroment - Nvidia Drivers/cuda/cuDNN/tensorflow-gpu/中文文档
cupscale - Image Upscaling GUI based on ESRGAN
TensorFlow-object-detection-tutorial - The purpose of this tutorial is to learn how to install and prepare TensorFlow framework to train your own convolutional neural network object detection classifier for multiple objects, starting from scratch
gradio - Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
Cartoon-StyleGAN - Fine-tuning StyleGAN2 for Cartoon Face Generation
ProsePainter
JoJoGAN - Official PyTorch repo for JoJoGAN: One Shot Face Stylization