artistic-videos
flownet2-pytorch
artistic-videos | flownet2-pytorch | |
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6 | 2 | |
1,746 | 3,068 | |
- | 0.8% | |
0.0 | 0.0 | |
over 6 years ago | 12 months ago | |
C++ | Python | |
GNU General Public License v3.0 or later | GNU General Public License v3.0 or later |
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artistic-videos
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After Diffusion, an After Effects Extension Integrating the SD web UI seamlessly.
It's been figured out back in the GAN days, then applied to disco diffusion, and then finally stable warp diffusion, although locked behind a patreon paywall. There are also extensions for A1111 Webui like this temporal kit but it's mostly based on ebsynth and doesn't do true temporal warping that I have in mind with these other links.
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bi-directional img2img , is this possible to implement?
What you are thinking of is called "temporal coherence", and it was used all the way back in 2016 to create videos with neural style transfer. Example: https://github.com/manuelruder/artistic-videos
- [D] What are some cool projects for generating art?
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old school work
Mostly using this repo: https://github.com/manuelruder/artistic-videos
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Developing an after effects plugin for deep dreaming. Here are some first renders. Took 20 mins to render 790 frames (each time). But I didn't found any way to control the Optical Flow (Check Comments)
You should definitely have the option to toggle optical flow on/off in your plugin if this is what it looks like with it off. I've come across it before while using this old beauty, but I'm guessing that is the old and messy version you mentioned further up the thread.
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Can someone explain how? I know its style transfer with optical flow but don't know about the tools to create something like this. 🤯
There are a lot of works in video style transfer (ex: https://github.com/manuelruder/artistic-videos, https://github.com/manuelruder/fast-artistic-videos, https://github.com/sunshineatnoon/LinearStyleTransfer) but with any of this you wont achive such quality out of the box. Video above is a commercial product with a lot of tricks hidden inside it, witch only creators are aware of.
flownet2-pytorch
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Developing an after effects plugin for deep dreaming. Here are some first renders. Took 20 mins to render 790 frames (each time). But I didn't found any way to control the Optical Flow (Check Comments)
Did you try https://github.com/NVIDIA/flownet2-pytorch ?
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Stylized Painting (made with my new high-res style transfer code)
I find this tool great for optical flow computation: NVIDIA/flownet2-pytorch. I use it for the video style transfer. I've slightly modified it for backward computation, which is needed for that task: ryletko / flownet2-pytorch
What are some alternatives?
StyleGAN-nada
style-transfer-pytorch - Neural style transfer in PyTorch.
neural-style-pt - PyTorch implementation of neural style transfer algorithm
Neural-Tile - A better tiling script for Neural-Style
TemporalKit - An all in one solution for adding Temporal Stability to a Stable Diffusion Render via an automatic1111 extension
DeepDreamVideoOpticalFlow
DeepDreamAnimV2 - Code is still under development
After-Diffusion - A CEP Extension for Adobe After Effects that allows for seamless integration of the Stable Diffusion Web-UI.
dream-textures - Stable Diffusion built-in to Blender
AE_Stable-Diffision - The beginnings of a full after effects plugin that integrates Auto1111 Stable diffusion. Useable as a scriptUI for now.
StableDiffusionStuff