| removebg | rembg | |
|---|---|---|
| 3 | 52 | |
| 96 | 14,727 | |
| - | - | |
| 3.3 | 7.9 | |
| about 1 year ago | 23 days ago | |
| JavaScript | Python | |
| - | MIT License |
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removebg
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I built an app that removes image backgrounds with Next.js and an AI model
You can find the source code for the app here - https://github.com/djirdehh/removebg.
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Show HN: Removebg.dev – Free and open-source image background removal tool
Hey folks,
I've built removebg.dev as a hobby app designed to quickly and easily remove image backgrounds for free.
The app is built with the help of:
- The rembg (https://github.com/danielgatis/rembg) ML model built by Daniel Gatis (https://github.com/danielgatis).
- Replicate (https://replicate.com/) to interact with the ML model through an API.
- Next.js for building the app and Vercel for deployment.
The app is fully inspired by the restorephotos.io app built by @nutlope (https://twitter.com/nutlope) so a lot of credit goes his way for his tutorials.
You can find the source code for the app here - https://github.com/djirdehh/removebg.
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?
detectron2 - Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
gmic - GREYC's Magic for Image Computing: A Full-Featured Open-Source Framework for Image Processing
ai-background-remove - Cut out objects and remove backgrounds from pictures with artificial intelligence
resynthesizer - Suite of gimp plugins for texture synthesis
stable-diffusion-webui-rembg - Removes backgrounds from pictures. Extension for webui.
Pixelitor - A desktop image editor
public-apis - A collective list of free APIs
inkscape - Project Website: https://inkscape.org - Code Repository: https://gitlab.com/inkscape/inkscape - Draw freely. 🖌
backgroundremover - Background Remover lets you Remove Background from images and video using AI with a simple command line interface that is free and open source.
arc-theme - A flat theme with transparent elements (actively maintained fork)
trianglify-desktop-wallpaper - Generate pleasing triangular wallpapers, and set them to change on a schedule.
DIS - This is the repo for our new project Highly Accurate Dichotomous Image Segmentation