ArtLine
clip-retrieval
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| ArtLine | clip-retrieval | |
|---|---|---|
| 12 | 11 | |
| 3,531 | 2,124 | |
| - | - | |
| 1.4 | 7.9 | |
| about 1 year ago | 14 days ago | |
| Jupyter Notebook | Jupyter Notebook | |
| MIT License | MIT License |
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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.
clip-retrieval
- FLaNK AI for 11 March 2024
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[D] data for handwriting recognition
The tool clip-retreival lets you filter those 400 million images to whatever subsets you're interested in --- for example, 10,000 images of (mostly) handwriting.
- Stable Attribution
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Same.energy: Image Search by Similarity
Hehe, well you know, PR welcome, the front end is 500 lines https://github.com/rom1504/clip-retrieval/blob/main/front/sr...
Other people have done a few alternate front ends already
This one is meant to be functional, but could sure be made prettier
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Is there a way to use clip or blip to search a massive collection of images for specific things within the picture?
This might work: https://github.com/rom1504/clip-retrieval .
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Ai art
HaveIBeenTrained uses clip retrieval to search the Laion-5B and Laion-400M image datasets. These are currently the largest public text-to-image datsets, and they are used to train models like Stable Diffusion, Imagen, among many others.
- Image Similarity Score using transfer learning
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Exploring 12M of the 2.3B Images Used to Train Stable Diffusion
Done https://github.com/rom1504/clip-retrieval/commit/53e3383f58b...
Using clip for searching is better than direct text indexing for a variety of reasons but here for example because it matches better what stable diffusion sees
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Semantic and Similarity Image Search Engine
Based on OpenAI's CLIP and the clip-retrieval library (https://github.com/rom1504/clip-retrieval), I've built an end-to-end demo for a semantic and similarity image search engine. It's incredibly powerful for finding similar images amongst large image datasets, or just submitting text/natural language queries and finding the most relevant images in your dataset. Really useful tool for introspection into large datasets before annotation or ML work begins. This could potentially be used to filter or downsize your datasets by several orders of magnitude and make annotation and ML work easier and less costly.
Checkout the demo here:
http://ec2-52-39-251-116.us-west-2.compute.amazonaws.com/
And you can checkout our website or email me for updates and email list, etc.:
https://machineperception.co
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What every software engineer should know about search
Assuming you have an NVIDIA GPU, you can build a semantic search engine by indexing CLIP embeds (image or text).
https://github.com/rom1504/clip-retrieval
What are some alternatives?
DeOldify - A Deep Learning based project for colorizing and restoring old images (and video!)
Typesense - Open Source alternative to Algolia + Pinecone and an Easier-to-Use alternative to ElasticSearch ⚡ 🔍 ✨ Fast, typo tolerant, in-memory fuzzy Search Engine for building delightful search experiences
Toon-Me - A Deep Learning project to Toon Portrait Images
MoTIS - [NAACL 2022]Mobile Text-to-Image search powered by multimodal semantic representation models(e.g., OpenAI's CLIP)
Deep-Learning-In-Production - Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.
laion-aesthetic-datasette - Use Datasette to explore LAION improved_aesthetics_6plus training data used by Stable DIffusion
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."
open_clip - An open source implementation of CLIP.
S2ML-Generators - Multiple notebooks which allow the use of various machine learning methods to generate or modify multimedia content
Queryable - Run OpenAI's CLIP model on iOS to search photos.
APDrawingGAN - Code for APDrawingGAN: Generating Artistic Portrait Drawings from Face Photos with Hierarchical GANs (CVPR 2019 Oral)
clip-italian - CLIP (Contrastive Language–Image Pre-training) for Italian