learndb
rembg
learndb | rembg | |
---|---|---|
4 | 52 | |
112 | 14,628 | |
4.5% | - | |
9.2 | 7.9 | |
5 months ago | 15 days ago | |
JavaScript | Python | |
- | 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.
learndb
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Unnatural Keys – Nature doesn’t come with identifiers
I ran into the same problem while building https://learnawesome.org/ . Forget the broad class of "learning resources", even the "books" category doesn't have a usable unique ID. Not everything gets an ISBN for example. There's also the ambiguity between a "work" and an "edition" of a work.
This is probably why OpenLibrary supports mapping of books with 40+ identifiers: https://github.com/internetarchive/openlibrary/blob/master/o...
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Introducing Svelte, and Comparing Svelte with React and Vue
I loved using Svelte for these two open-source projects but haven't yet an opportunity to use it at work:
- An SVG-based graph dataset editor: https://codeberg.org/nilesh/grapher
- A curated collection of educational resources: https://github.com/learn-awesome/learndb
Compared to React, developing with Svelte felt like a breath of fresh air.
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Handpicked No-Signup Tools
A couple of my tools that don't require signup:
- Grapher (a visual editor for graph datasets with features like nested nodes, custom attributes on nodes and edges, and export in Cytoscape JSON or SVG format. Accessible at: https://grapherx.netlify.app/
- LearnDB (A curated collection of links to educational resources organized by topics, formats, reviews and other tags). Accessible at: https://learndb.vercel.app/
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DB dump with IPFS hashes in SQLITE format?
For those who're curious, the app is mostly completed - although the dataset could be enriched further. You can try it online here: https://learnawesome.vercel.app/ but it's designed to work best when run locally: https://github.com/learn-awesome/learndb
rembg
- Rembg: Tool to Remove Images Background
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🚀 Background Removal in Python with PyTorch and Rembg! 🎨🐍
A bit conflicted as the linked video is also linked from the actual rembg repo but it seems way faster and more detailed to just read the readme at that repo first, and maybe use a video if something doesn’t make sense.
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Ask HN: How does MS-Teams, Meets and Zoom virtual background works?
There are open source tools like rembg (https://github.com/danielgatis/rembg) which call into pre-trained models.
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Lora Training - how to not train background?
You can use Rembg extension to remove background automatically: https://github.com/danielgatis/rembg
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[Question] where to deploy remove background using u2net ml app ? (ec2, lambda or else?)
Hi guys 📷 I am new to ml deployment. Can anyone help about production deployment ? I made fastapi docker app which removes background from image (https://github.com/danielgatis/rembg). It uses u2net segmentation. I tried aws ec2, lambda, googld cloudrun and so far ec2(t2-large) is the fastest but still too slow. Also, it costs way more than I expected. Are there any other solution that I can deploy ml app with as low as possible? Where do you guys mostly deploy ml app?
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lineart_coarse + openpose, batch img2img
I am currently using rembg https://github.com/danielgatis/rembg
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Newgen / regen face revamp project (AI powered) - once and for all!
rembg
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The new Controlnet lineart is great for sprite sheets/2D animations when combined with Canny. The top left was input and the other three were just Controlnet with no inpainting or upscaling.
A python script with rembg could work
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Useful utilities that will help when trying to make stuff
4.) rembg -- backgrounds be gone. If there isn't an extension in Automatic1111 for this yet, there should be (I haven't checked recently). Same deal as midas, you can point it at a folder and zap the backgrounds off of all your images. Useful in combo with midas and imagemagick if, for instance, you want images of an object on a white background (Stable Diffusion training via LoRAs/Dreambooth may not benefit, but other things like GANs prefer that sort of training image). Useful if you want to "compose" a scene and you have images of dispirate objects/people you want in that scene.
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Just a reminder that there is a new 'remove background' extension for a1111
Ran into another issue with " LoadLibrary failed with error 126 Here's the solution: https://github.com/danielgatis/rembg/issues/312
What are some alternatives?
mindwendel - Create a challenge. Ready? Brainstorm. mindwendel helps you to easily brainstorm and upvote ideas and thoughts within your team.
detectron2 - Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
Svelte - Cybernetically enhanced web apps
gmic - GREYC's Magic for Image Computing: A Full-Featured Open-Source Framework for Image Processing
tag - Technical Architecture Group
ai-background-remove - Cut out objects and remove backgrounds from pictures with artificial intelligence
CyberChef - The Cyber Swiss Army Knife - a web app for encryption, encoding, compression and data analysis
resynthesizer - Suite of gimp plugins for texture synthesis
drawio-desktop - Official electron build of draw.io
stable-diffusion-webui-rembg - Removes backgrounds from pictures. Extension for webui.
jspaint - 🎨 Classic MS Paint, REVIVED + ✨Extras
Pixelitor - A desktop image editor