DIY-ai-art
animegan2-pytorch
DIY-ai-art | animegan2-pytorch | |
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14 | 18 | |
558 | 4,339 | |
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0.0 | 0.0 | |
over 2 years ago | over 1 year ago | |
Python | Jupyter Notebook | |
- | MIT License |
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DIY-ai-art
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Ask HN: Resources to learn generative art programming?
Here's a generative art project I did a while back: https://github.com/maxvfischer/DIY-ai-art
It's not so much about creating the generative algorithms, but more if you wanna wrap the learning around a fun project.
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AI-art isn't art: DALL-E and other AI artists offer only the imitation of art
Last year I built an AI-art installation from scratch and posted the DIY-documentation here on HN [0][1]. A big part of why I built the installation was to stir up this exact discussion. To me, art is about emotions and making people feel, even if that feeling is their strong opinion on art.
[0] https://github.com/maxvfischer/DIY-ai-art)
[1] https://news.ycombinator.com/item?id=28221904
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Cool (online) places for 2022
DIY AI art
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DIY AI Art - Can I use Raspberry PI instead of Nvidia Jetson?
I have a question regarding this DIY AI Art project - https://github.com/maxvfischer/DIY-ai-art
- Show HN: I built an AI art installation at home generating new pieces on the fly
- How to build your own AI art installation from scratch
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Painted from image by learned neural networks
This is amazing! I recently shared a project I've been doing, building an installation visualizing ML-generated art (https://github.com/maxvfischer/DIY-ai-art). It would be amazing to try your painting model on top of my StyleGAN.
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[P] I build a GAN art installation from scratch at home. Tired of an artwork? Just push the button below the screen and another generated piece will be displayed. By adding a dimension where an artwork you like is just a button-push away from being deleted, it actually makes you enjoy it more
I’ve also written an extensive guide if you want to build your own installation: https://github.com/maxvfischer/DIY-ai-art
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
What are some alternatives?
ProsePainter
ebsynth - Fast Example-based Image Synthesis and Style Transfer
trt_pose - Real-time pose estimation accelerated with NVIDIA TensorRT
AnimeGANv3 - Use AnimeGANv3 to make your own animation works, including turning photos or videos into anime.
kalidokit - Blendshape and kinematics calculator for Mediapipe/Tensorflow.js Face, Eyes, Pose, and Finger tracking models.
StyleCLIPDraw - Styled text-to-drawing synthesis method. Featured at IJCAI 2022 and the 2021 NeurIPS Workshop on Machine Learning for Creativity and Design
torch2trt - An easy to use PyTorch to TensorRT converter
cupscale - Image Upscaling GUI based on ESRGAN
StyleGAN-Tensorflow - Simple & Intuitive Tensorflow implementation of StyleGAN (CVPR 2019 Oral)
gradio - Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
jetson_stats - 📊 Simple package for monitoring and control your NVIDIA Jetson [Orin, Xavier, Nano, TX] series