Thin-Plate-Spline-Motion-Model
[CVPR 2022] Thin-Plate Spline Motion Model for Image Animation. (by yoyo-nb)
| Thin-Plate-Spline-Motion-Model | sd_dreambooth_extension | |
|---|---|---|
| 28 | 115 | |
| 3,297 | 1,824 | |
| - | - | |
| 1.9 | 8.7 | |
| 3 months ago | about 1 month ago | |
| Jupyter Notebook | Python | |
| MIT License | GNU General Public License v3.0 or later |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Thin-Plate-Spline-Motion-Model
Posts with mentions or reviews of Thin-Plate-Spline-Motion-Model.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-07-12.
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Okay, that's Ai but how?
Exactly what I was thinking, looks a lot like thin plate spline motion, maybe with some layers/composition for the wings and hair.
- Is it possible to sync a lip and facial expression animation with audio in real time?
- GitHub - yoyo-nb/Thin-Plate-Spline-Motion-Model: [CVPR 2022] Thin-Plate Spline Motion Model for Image Animation. (Question: How do I increase the resolution of the output?)
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Tools For AI Animation and Filmmaking , Community Rules, ect. (**FAQ**)
First Order Motion Model/Thin Plate Spline (Animate Single images realistically using a driving video) https://github.com/AliaksandrSiarohin/first-order-model (FOMM - Animate still images using driving videos) https://github.com/yoyo-nb/Thin-Plate-Spline-Motion-Model (Thin Plate Spline - Likely just a repost of FOMM but with better documentation and tutorials on YouTube) https://drive.google.com/drive/folders/1PyQJmkdCsAkOYwUyaj_l-l0as-iLDgeH (FOMM/Thin Plate Checkpoints) https://disk.yandex.com/d/lEw8uRm140L_eQ (FOMM/Thin Plate Checkpoints mirror) -------3D ANIMATION--------
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Help from Community [Development]
GitHub - yoyo-nb/Thin-Plate-Spline-Motion-Model: [CVPR 2022] Thin-Plate Spline Motion Model for Image Animation.
- Elvis & James Blunt singing together - doing Elvis voice synthesis & using Thin-Plate-Spline model for a cheap fast deepfake video to sync
- Does Anyone Know What Tool is used to Make These TikTok Videos?
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How did he do this?
Probably with using this https://github.com/yoyo-nb/Thin-Plate-Spline-Motion-Model
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Animate your stable diffusion portraits
Use https://github.com/yoyo-nb/Thin-Plate-Spline-Motion-ModelHuggingface demo: https://huggingface.co/spaces/CVPR/Image-Animation-using-Thin-Plate-Spline-Motion-ModelGoogle Colab: https://colab.research.google.com/drive/1DREfdpnaBhqISg0fuQlAAIwyGVn1loH_?usp=sharing
- SD + thin-plate-spline-motion-model
sd_dreambooth_extension
Posts with mentions or reviews of sd_dreambooth_extension.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-07-06.
- SDXL Training for Auto1111 is now Working on a 24GB Card
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(Requesting Help)
I am trying to use StableDiffusion via AUTOMATIC1111 with the Dreambooth extension
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it will be an absolute madness when sdxl becomes standard model and we start getting other models from it
When I first attempted SD training, I was very frustrated. It wasn't until I found this obscure forum thread on Github that I actually started producing great results with Dreambooth. Because I have such satisfactory results, I'm very reluctant to beat my brains against LoRa and its related training techniques. I gave up trying to train TI embeddings a long time ago. And I never figured out how to train or how to use hypernetworks. I've only been able to get good results with Dreambooth directly because of that thread I linked above. I make LoRas by extracting them from Dreambooth-trained checkpoints. And I have no idea if I'm doing the extractions the right way or not.
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"Exception training model: ' Some tensors share memory" with Dreambooth on Vladmatic
Getting the same with automatic1111 and sd_dreambooth extension. Check out more here in the issues log: https://github.com/d8ahazard/sd_dreambooth_extension/issues/1266
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Yo, DreamBooth gatekeepers, SHARE YOUR HYPERPARAMETERS, please.
It's several moths old and many things have changed. But the spreadsheet available through this thread on Github has been indispensable for me when I train Dreambooth models. I'm astounded no one talks about it. I bring it up all the time. The research presented there should be continued. I'd love to see similar research done for SD v2.1.
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What is the BEST solution for hyper realistic person training?
Training rate is paramount. Read this Github thread.
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How do you train your LoRAs, 1 Epoch or >1 Epoch (same # of steps)?
https://github.com/d8ahazard/sd_dreambooth_extension/discussions/547/ (in depth training principles understanding)
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Struggling to install Dreambooth
sd_dreambooth_extension https://github.com/d8ahazard/sd_dreambooth_extension.git main 926ae204 Fri Mar 31 15:12:45 2023 unknown
- Attempting to train a lora with RTX 2060 6 GB vRAM, how to go about this?
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SD just released an open source version of their GUI called StableStudio
also the Dreambooth extension supports API (https://github.com/d8ahazard/sd_dreambooth_extension/blob/main/scripts/api.py) so i'm not sure where do you get those news :/
What are some alternatives?
When comparing Thin-Plate-Spline-Motion-Model and sd_dreambooth_extension you can also consider the following projects:
first-order-model - This repository contains the source code for the paper First Order Motion Model for Image Animation
lora - Using Low-rank adaptation to quickly fine-tune diffusion models.
Wav2Lip - This repository contains the codes of "A Lip Sync Expert Is All You Need for Speech to Lip Generation In the Wild", published at ACM Multimedia 2020. For HD commercial model, please try out Sync Labs
kohya_ss
DFL-Colab - DeepFaceLab fork which provides IPython Notebook to use DFL with Google Colab
kohya-trainer - Adapted from https://note.com/kohya_ss/n/nbf7ce8d80f29 for easier cloning
SadTalker - [CVPR 2023] SadTalker：Learning Realistic 3D Motion Coefficients for Stylized Audio-Driven Single Image Talking Face Animation
stable-diffusion-webui-wd14-tagger - Labeling extension for Automatic1111's Web UI
articulated-animation - Code for Motion Representations for Articulated Animation paper
dreambooth-training-guide
stable-diffusion-webui-depthmap-script - High Resolution Depth Maps for Stable Diffusion WebUI
sd-scripts
Thin-Plate-Spline-Motion-Model vs first-order-model
sd_dreambooth_extension vs lora
Thin-Plate-Spline-Motion-Model vs Wav2Lip
sd_dreambooth_extension vs kohya_ss
Thin-Plate-Spline-Motion-Model vs DFL-Colab
sd_dreambooth_extension vs kohya-trainer
Thin-Plate-Spline-Motion-Model vs SadTalker
sd_dreambooth_extension vs stable-diffusion-webui-wd14-tagger
Thin-Plate-Spline-Motion-Model vs articulated-animation
sd_dreambooth_extension vs dreambooth-training-guide
Thin-Plate-Spline-Motion-Model vs stable-diffusion-webui-depthmap-script
sd_dreambooth_extension vs sd-scripts