DeepFaceLab
Pytorch
DeepFaceLab | Pytorch | |
---|---|---|
91 | 340 | |
43,236 | 78,016 | |
- | 1.4% | |
4.4 | 10.0 | |
6 months ago | 4 days ago | |
Python | Python | |
GNU General Public License v3.0 only | BSD 1-Clause License |
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.
DeepFaceLab
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DeepFaceLab VS facefusion - a user suggested alternative
2 projects | 30 Jan 2024
- Civitai founder champions open source, downplays AI deepfake porn (article on venturebeat)
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roop-unleashed
AFAIK the only app which supports whole head swapping is DeepfaceLab but it needs to be trained with lots of images and lacks a proper GUI.
- Greta Thunberg apoyando a los "ambientalistas" jujeños.
- Silvio Santos apresentando o Jornal Nacional
- Free deepfake software? (No paywalls)
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What are the best AI tools for deepfakes?
I think DeepFaceLab is still the leading open source option.
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List of AI-Models
Click to Learn more...
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Chinese tech giant offering Deepfakes as a Service (DFaaS) for $145 - The service only needs three minutes of live-action video and 100 spoken sentences to generate a high-definition digital human.
Here it is for free: https://github.com/iperov/DeepFaceLab I guess the repo isn't available in China.
- Bourne movie montage but want to edit my friends picture over Matt Damon face.
Pytorch
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Clasificador de imágenes con una red neuronal convolucional (CNN)
PyTorch (https://pytorch.org/)
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AI enthusiasm #9 - A multilingual chatbot📣🈸
torch is a package to manage tensors and dynamic neural networks in python (GitHub)
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Einsum in 40 Lines of Python
PyTorch also has some support for them, but it's quite incomplete and has many issues so that it is basically unusable. And its future development is also unclear. https://github.com/pytorch/pytorch/issues/60832
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Library for Machine learning and quantum computing
TensorFlow
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My Favorite DevTools to Build AI/ML Applications!
TensorFlow, developed by Google, and PyTorch, developed by Facebook, are two of the most popular frameworks for building and training complex machine learning models. TensorFlow is known for its flexibility and robust scalability, making it suitable for both research prototypes and production deployments. PyTorch is praised for its ease of use, simplicity, and dynamic computational graph that allows for more intuitive coding of complex AI models. Both frameworks support a wide range of AI models, from simple linear regression to complex deep neural networks.
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penzai: JAX research toolkit for building, editing, and visualizing neural nets
> does PyTorch have a similar concept
of course https://github.com/pytorch/pytorch/blob/main/torch/utils/_py...
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Tinygrad: Hacked 4090 driver to enable P2P
fyi should work on most 40xx[1]
[1] https://github.com/pytorch/pytorch/issues/119638#issuecommen...
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The Elements of Differentiable Programming
Sure, right here: https://github.com/pytorch/pytorch/blob/main/torch/autograd/...
Here's the documentation: https://pytorch.org/tutorials/intermediate/forward_ad_usage....
> When an input, which we call “primal”, is associated with a “direction” tensor, which we call “tangent”, the resultant new tensor object is called a “dual tensor” for its connection to dual numbers[0].
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Functions and operators for Dot and Matrix multiplication and Element-wise calculation in PyTorch
*My post explains Dot, Matrix and Element-wise multiplication in PyTorch.
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Dot vs Matrix vs Element-wise multiplication in PyTorch
In PyTorch with @, dot() or matmul():
What are some alternatives?
faceswap - Deepfakes Software For All
Flux.jl - Relax! Flux is the ML library that doesn't make you tensor
DeepFaceLive - Real-time face swap for PC streaming or video calls
mediapipe - Cross-platform, customizable ML solutions for live and streaming media.
avatarify - Avatars for Zoom, Skype and other video-conferencing apps.
Apache Spark - Apache Spark - A unified analytics engine for large-scale data processing
Real-Time-Voice-Cloning - Clone a voice in 5 seconds to generate arbitrary speech in real-time
flax - Flax is a neural network library for JAX that is designed for flexibility.
Deep-Fakes
tinygrad - You like pytorch? You like micrograd? You love tinygrad! ❤️ [Moved to: https://github.com/tinygrad/tinygrad]
fast-stable-diffusion - fast-stable-diffusion + DreamBooth
Pandas - Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more