Made-With-ML
Thin-Plate-Spline-Motion-Model
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Made-With-ML | Thin-Plate-Spline-Motion-Model | |
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51 | 28 | |
35,610 | 3,276 | |
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MIT License | MIT License |
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Made-With-ML
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[D] How do you keep up to date on Machine Learning?
Made With ML
- Open-Source Production Machine Learning Course
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Advice for switching careers within analytics
- Develop a (simple!) ML project and apply MLOps best practices to it. Ask Chat GPT all of your MLOps questions. I've joined this MLOps community and it has been very helpful to know what path to follow in order to be better at MLOps, thanks to them I arrived at madewithml, but I haven't done it yet. But it covers all the MLOps side.
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Recommendation for MLOps resources
Hey, I’m also working in ML. Here’s a great resource: https://madewithml.com. Also, check out Noah Gift’s book Practical MLOPs.
- Ask HN: Resource to learn how to train and use ML Models
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Need help to find resources to learn ml ops
Try replicating this setup: https://madewithml.com/
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MLops Resources
madewithml
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Ask HN: How do I get started with MLOps?
There's a really nice website by Goku Mohandas called Made With ML. IMO it is the best practical guide to MLOps out there: https://madewithml.com
Incase you want to dive a little deeper, https://fullstackdeeplearning.com/course/2022/ is also something I have been recommended by folks.
- Resources for Current DE Interested in Learning Data Science
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Do organizations still need machine learning engineers?
madewithml is pretty sweet, especially the MLOps side of things. It'll give you good skills in how development in Python and deploying ML works.
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
What are some alternatives?
zero-to-mastery-ml - All course materials for the Zero to Mastery Machine Learning and Data Science course.
first-order-model - This repository contains the source code for the paper First Order Motion Model for Image Animation
mlops-zoomcamp - Free MLOps course from DataTalks.Club
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
FLAML - A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
DFL-Colab - DeepFaceLab fork which provides IPython Notebook to use DFL with Google Colab
practical-mlops-book - [Book-2021] Practical MLOps O'Reilly Book
SadTalker - [CVPR 2023] SadTalker:Learning Realistic 3D Motion Coefficients for Stylized Audio-Driven Single Image Talking Face Animation
mlops-course - Learn how to design, develop, deploy and iterate on production-grade ML applications.
articulated-animation - Code for Motion Representations for Articulated Animation paper
Copulas - A library to model multivariate data using copulas.
stable-diffusion-webui-depthmap-script - High Resolution Depth Maps for Stable Diffusion WebUI