3D-Machine-Learning
DAIN
| 3D-Machine-Learning | DAIN | |
|---|---|---|
| 5 | 34 | |
| 9,441 | 8,064 | |
| - | - | |
| 0.0 | 0.0 | |
| over 1 year ago | about 1 year ago | |
| Python | ||
| - | MIT License |
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3D-Machine-Learning
- 3d cartoon Model
- resource repository for 3D machine learning
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How DALL-E 2 Actually Works
Cursory search reveals this github with a summary of some of the field, last updated in May of this year
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3D reconstruction from a single image tutorials?
Hey, I suggest to check out this repo. It does not have the code by itself, but it is a very good collection of 3D ML approaches often with links on papers and source code. You may find there something that solves your problem as well.
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Are there any A.I. projects being developed that turn 2D (abstract) art into complex composition 3D models according to specs and dataset training of the A.I.? Is there any plugin like this for a 3D app?
Check out this repo: https://github.com/timzhang642/3D-Machine-Learning
DAIN
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Projects of AI tools for creating inbetween frames of 2D animations
Here is the last one I played with, but click the link above as there are newer models: https://github.com/baowenbo/DAIN
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Smooth animation with controlnet and regional prompter
Not OP and unsure it would work well in this case, but I usually reach for DAIN to do a few frames of interpolation - https://github.com/baowenbo/DAIN
- FILM: Frame Interpolation for Large Motion
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Working with 15fps video
You may want to look in to DAIN https://sites.google.com/view/wenbobao/dain
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"Time to go outside" - An animation i've made using the outpainting tool + After Effects
Not sure if my eyes are playing tricks on me or if the video is slightly choppy. Maybe trying running it through DAIN to make it buttery smooth: https://github.com/baowenbo/DAIN
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Using AI to smooth my footage
Nah this one is actually machine learning. There's plenty of machine learning interpolation networks out there. DAIN is just one of them. https://github.com/baowenbo/DAIN
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I made an animation of 80 variations of 2 Midjourney portraits
This is DAIN https://github.com/baowenbo/DAIN
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Help with 12.5FPS footage
You could try an AI like DAIN but I shudder to think how much VRAM you'd need to handle 12k footage, you'd probably need something like an RTX A6000, and even then I doubt that would be enough...
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How to speed ramp?
If you've got suitable hardware, you could run the clips through DAIN or a similar AI interpolation suite to double the framerate - that'll get better results than Optical Flow.
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[Haiku] 48fps animation
This exists, it's called DAIN. There are apps you can download which processes GIFs into 30fps, 60fps, etc. https://github.com/baowenbo/DAIN
What are some alternatives?
Awesome-pytorch-list - A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
arXiv2021-RIFE - Real-Time Intermediate Flow Estimation for Video Frame Interpolation [Moved to: https://github.com/hzwer/ECCV2022-RIFE]
curated-list-of-awesome-3D-Morphable-Model-software-and-data - The idea of this list is to collect shared data and algorithms around 3D Morphable Models. You are invited to contribute to this list by adding a pull request. The original list arised from the Dagstuhl seminar on 3D Morphable Models https://www.dagstuhl.de/19102 in March 2019.
video2x - A lossless video/GIF/image upscaler achieved with waifu2x, Anime4K, SRMD and RealSR. Started in Hack the Valley II, 2018.
neuroaid - :zap: :books: Papers and other material for getting started with Neuro-AI! :brain: :boom:
Waifu2x-Extension-GUI - Video, Image and GIF upscale/enlarge(Super-Resolution) and Video frame interpolation. Achieved with Waifu2x, Real-ESRGAN, Real-CUGAN, RTX Video Super Resolution VSR, SRMD, RealSR, Anime4K, RIFE, IFRNet, CAIN, DAIN, and ACNet.
locha - Communicate with others and broadcast Bitcoin transactions off-grid without internet access or even power grid.
stable-diffusion-webui-two-shot - Latent Couple extension (two shot diffusion port)
2dimageto3dmodel - We evaluate our method on different datasets (including ShapeNet, CUB-200-2011, and Pascal3D+) and achieve state-of-the-art results, outperforming all the other supervised and unsupervised methods and 3D representations, all in terms of performance, accuracy, and training time.
frame-interpolation - FILM: Frame Interpolation for Large Motion, In ECCV 2022.
voxel-models - Free voxel models for Avoyd Voxel Editor: make voxel art, export to 3D mesh etc. All downloadable assets are licensed under CC BY 4.0.
RealSR - Toward Real-World Single Image Super-Resolution: A New Benchmark and A New Model (ICCV 2019)