ArtLine
Deep-Learning-In-Production
| ArtLine | Deep-Learning-In-Production | |
|---|---|---|
| 12 | 2 | |
| 3,531 | 1,073 | |
| - | 0.8% | |
| 1.4 | 0.0 | |
| about 1 year ago | about 1 year ago | |
| Jupyter Notebook | Jupyter Notebook | |
| MIT 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.
ArtLine
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[P] ControlNet + ArtLine, Transform portrait styles with written instructions. GitHub Link in comments
GitHub Link: https://github.com/vijishmadhavan/ArtLine
- Is there a AI that is able to turn normal pictures in that kind of pictures or that I am able to plott them with my pen-plotter?
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Image to hand drawn
Sources: U2Net, ArtLine, Pix2PixHD, APDrawingGAN
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Help me find software which is able to edit images automatically so that I can trace/plot them. Is there software similar to his one below?
I found one quite quickly, it's even free!
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A Fun project to turn Portrait Pictures to Illustration. GitHub Link in comments.
Two models has been combined to bring the cartoonized effect, one is ArtLine https://github.com/vijishmadhavan/ArtLine and another one is Toon-Me
- Try AI generated Sketch, Input your photo
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[D] ArtLine - transforms any Image into Sketch/Line Art with this AI model
ArtLine GitHub
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What's the best way to get a sketch-like outline of your photo?
The source photo looks much better than I expected, maybe you can try this, even though it's designed for portraits it might give you good results (but I think you want to make the background a solid color for best results).
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AI generated Sketch, for more pics check GitHub link in comments.
GitHub link: https://github.com/vijishmadhavan/ArtLine
- ArtLine, Create Amazing Line Art Portraits. GitHub link in comments.
Deep-Learning-In-Production
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[P] Deep Learning in Production Book
The book is based on an old articles series we wrote on our blog so a big portion of the content is already available for free. We just organized/restructured some of the articles and we added some new material. We use a variety of examples with libraries such as Tensorflow, Flask, uWSGI, Nginx, Docker, Kubernetes, Tensorflow Extended, Google Cloud, Vertex AI. The full code and the articles can be found on Github (https://github.com/The-AI-Summer/Deep-Learning-In-Production)
- [D] Deep learning in Production
What are some alternatives?
DeOldify - A Deep Learning based project for colorizing and restoring old images (and video!)
strv-ml-mask2face - Virtually remove a face mask to see what a person looks like underneath
Toon-Me - A Deep Learning project to Toon Portrait Images
PConv-Keras - Unofficial implementation of "Image Inpainting for Irregular Holes Using Partial Convolutions". Try at: www.fixmyphoto.ai
U-2-Net - The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."
practical-mlops-book - [Book-2021] Practical MLOps O'Reilly Book
S2ML-Generators - Multiple notebooks which allow the use of various machine learning methods to generate or modify multimedia content
Human-Segmentation-PyTorch - Human segmentation models, training/inference code, and trained weights, implemented in PyTorch
APDrawingGAN - Code for APDrawingGAN: Generating Artistic Portrait Drawings from Face Photos with Hierarchical GANs (CVPR 2019 Oral)
TensorFlow-Tutorials - TensorFlow Tutorials with YouTube Videos
clip-retrieval - Easily compute clip embeddings and build a clip retrieval system with them
TrainInvaders - 👾 Jupyter Notebook + Space Invaders!?