Thin-Plate-Spline-Motion-Model
stablediffusion
Thin-Plate-Spline-Motion-Model | stablediffusion | |
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28 | 108 | |
3,297 | 36,333 | |
- | 1.8% | |
1.9 | 0.0 | |
3 months ago | 25 days ago | |
Jupyter Notebook | Python | |
MIT License | MIT License |
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Thin-Plate-Spline-Motion-Model
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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
stablediffusion
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Generating AI Images from your own PC
With this tutorial's help, you can generate images with AI on your own computer with Stable Diffusion.
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Midjourney
If your PC has a GPU(Nvidia RTX 30series+ recommended) of VRAM more than 4GB then try training your own Stable Diffusion model.
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RuntimeError: Couldn't clone Stable Diffusion.
Command: "git" clone "https://github.com/Stability-AI/stablediffusion.git" "C:\Users\Naveed\Documents\A1111 Web UI Autoinstaller\stable-diffusion-webui\repositories\stable-diffusion-stability-ai"
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What is the currently most efficient distribution of Stable Diffusion?
Automatic11112 and sygil-webui aren't "distributions" of Stable Diffusion. This is a repository with some distributions of Stable Diffusion.
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Reimagine XL: this is just Controlnet with a credit system right?
New stable diffusion finetune (Stable unCLIP 2.1, Hugging Face) at 768x768 resolution, based on SD2.1-768. This model allows for image variations and mixing operations as described in Hierarchical Text-Conditional Image Generation with CLIP Latents, and, thanks to its modularity, can be combined with other models such as KARLO. Comes in two variants: Stable unCLIP-L and Stable unCLIP-H, which are conditioned on CLIP ViT-L and ViT-H image embeddings, respectively. Instructions are available here.
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Stability AI has released Reimagine XL to make copies of images in one click
This model will soon be open-sourced in StabilityAI’s GitHub.
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What am I doing wrong please?
Another question, if that's ok? Stable Diffusion 2.0 - https://github.com/Stability-AI/stablediffusion - if I wanted to use that, do I follow along their instructions and it will work on the M1 still, or you advise against it?
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Tools For AI Animation and Filmmaking , Community Rules, ect. (**FAQ**)
Stable Diffusion (2D Image Generation and Animation) https://github.com/CompVis/stable-diffusion (Stable Diffusion V1) https://huggingface.co/CompVis/stable-diffusion (Stable Diffusion Checkpoints 1.1-1.4) https://huggingface.co/runwayml/stable-diffusion-v1-5 (Stable Diffusion Checkpoint 1.5) https://github.com/Stability-AI/stablediffusion (Stable Difusion V2) https://huggingface.co/stabilityai/stable-diffusion-2-1/tree/main (Stable Diffusion Checkpoint 2.1) Stable Diffusion Automatic 1111 Webui and Extensions https://github.com/AUTOMATIC1111/stable-diffusion-webui (WebUI - Easier to use) PLEASE NOTE, MANY EXTENSIONS CAN BE INSTALLED FROM THE WEBUI BY CLICK "AVAILABLE" OR "INSTALL FROM URL" BUT YOU MAY STILL NEED TO DOWNLOAD THE MODEL CHECKPOINTS! https://github.com/Mikubill/sd-webui-controlnet (Control Net Extension - Use various models to control your image generation, useful for animation and temporal consistency) https://huggingface.co/lllyasviel/ControlNet/tree/main/models (Control Net Checkpoints -Canny, Normal, OpenPose, Depth, ect.) https://github.com/thygate/stable-diffusion-webui-depthmap-script (Depth Map Extension - Generate high-resolution depthmaps and animated videos or export to 3d modeling programs) https://github.com/graemeniedermayer/stable-diffusion-webui-normalmap-script (Normal Map Extension - Generate high-resolution normal maps for use in 3d programs) https://github.com/d8ahazard/sd_dreambooth_extension (Dream Booth Extension - Train your own objects, people, or styles into Stable Diffusion) https://github.com/deforum-art/sd-webui-deforum (Deforum - Generate Weird 2D animations) https://github.com/deforum-art/sd-webui-text2video (Deforum Text2Video - Generate videos from texts prompts using ModelScope or VideoCrafter)
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Is AI technology really the issue?
Stable Diffusion's code : https://github.com/Stability-AI/stablediffusion
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I've never seen a YAML file alongside a .ckpt or .safetensors
But if you want to run a 2.x-based model, you'll need to download the corresponding YAML file (either the standard one – v2-inference-v.yaml – from Github or the one that is distributed with the model, if it requires a special one), rename it to have the same name as the model, and place it in the models folder alongside the model.
What are some alternatives?
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
InvokeAI - InvokeAI is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. The solution offers an industry leading WebUI, supports terminal use through a CLI, and serves as the foundation for multiple commercial products.
DFL-Colab - DeepFaceLab fork which provides IPython Notebook to use DFL with Google Colab
MiDaS - Code for robust monocular depth estimation described in "Ranftl et. al., Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer, TPAMI 2022"
SadTalker - [CVPR 2023] SadTalker:Learning Realistic 3D Motion Coefficients for Stylized Audio-Driven Single Image Talking Face Animation
civitai - A repository of models, textual inversions, and more
articulated-animation - Code for Motion Representations for Articulated Animation paper
xformers - Hackable and optimized Transformers building blocks, supporting a composable construction.
stable-diffusion-webui-depthmap-script - High Resolution Depth Maps for Stable Diffusion WebUI
Dreambooth-Stable-Diffusion - Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion