nn_vis
A project for processing neural networks and rendering to gain insights on the architecture and parameters of a model through a decluttered representation. (by julrog)
DeepFaceLab
DeepFaceLab is the leading software for creating deepfakes. (by iperov)
| nn_vis | DeepFaceLab | |
|---|---|---|
| 3 | 91 | |
| 1,045 | 43,236 | |
| - | - | |
| 5.9 | 4.4 | |
| 4 months ago | 6 months ago | |
| Python | Python | |
| MIT License | GNU General Public License v3.0 only |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.
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.
nn_vis
Posts with mentions or reviews of nn_vis.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-05-11.
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[D] Is there a tool to visualise my neural network in real time?
In my master Thesis I did some work on visualizing a neural network. It is not trivial to show the weights in a meaningful/understandable way. https://github.com/julrog/nn_vis You need a portion of training data and it's just for fully connected layers currently. The visualization is 3D and in realtime, but it needs some preprocessing, so i'm not sure if it fits your needs at all.
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Finding important connections
I had some some success on pruning weights with adding batch normalization layer between existing layer, freezing the existing layer and then and retrain the model with the batch normalization layer (training can be much shorter because of way less weights to train). Then using magnitude of the original weights with the weights from the batch normalization, you can prune the original model. You can see an example for fully connected layer in my code: https://github.com/julrog/nn_vis
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[D] Convolution Neural Network Visualization - Made with Unity 3D and lots of Code / source - stefsietz (IG)
I just made my project public on GitHub, which seems similar to yours https://github.com/julrog/nn_vis
DeepFaceLab
Posts with mentions or reviews of DeepFaceLab.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-01-30.
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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.
What are some alternatives?
When comparing nn_vis and DeepFaceLab you can also consider the following projects:
pyomyo - PyoMyo - Python Opensource Myo armband library
faceswap - Deepfakes Software For All
nn-visualizer
DeepFaceLive - Real-time face swap for PC streaming or video calls
dogfight-sandbox-hg2 - Air to air combat sandbox, created in Python 3 using the HARFANG 3D 2 framework.
avatarify - Avatars for Zoom, Skype and other video-conferencing apps.
OpenXR-SDK-Source - Sources for OpenXR loader, basic API layers, and example code.
Real-Time-Voice-Cloning - Clone a voice in 5 seconds to generate arbitrary speech in real-time
EyeTrackVR - Open Source and Affordable, Virtual Reality Eye Tracking Platform.
Deep-Fakes
rf2_video_settings - Create presets of your rFactor 2 settings and quickly change between performance focused VR setup or an eye-candy favoured Replay setup.
fast-stable-diffusion - fast-stable-diffusion + DreamBooth
nn_vis vs pyomyo
DeepFaceLab vs faceswap
nn_vis vs nn-visualizer
DeepFaceLab vs DeepFaceLive
nn_vis vs dogfight-sandbox-hg2
DeepFaceLab vs avatarify
nn_vis vs OpenXR-SDK-Source
DeepFaceLab vs Real-Time-Voice-Cloning
nn_vis vs EyeTrackVR
DeepFaceLab vs Deep-Fakes
nn_vis vs rf2_video_settings
DeepFaceLab vs fast-stable-diffusion