rembg
DIS
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rembg | DIS | |
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52 | 12 | |
14,536 | 1,977 | |
- | - | |
7.9 | 4.8 | |
7 days ago | 2 months ago | |
Python | Jupyter Notebook | |
MIT License | Apache License 2.0 |
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rembg
- Rembg: Tool to Remove Images Background
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π Background Removal in Python with PyTorch and Rembg! π¨π
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 doesnβt 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 π· 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
DIS
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[D] What is the current best, trainable method for image segmentation?
Hello, I had some succes using this repo : https://github.com/xuebinqin/DIS
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Newgen / regen face revamp project (AI powered) - once and for all!
DIS
- Segment Anything Demo by Meta AI
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Useful utilities that will help when trying to make stuff
Rembg only adds to my frustration. It's a half-assed solution providing sub-par results and acting as a band-aid for the fundamental absence of any transparency handling in diffusion models. DIS is better, but it's a pain to set up and still often needs retouching. Trying to remove backgrounds post-generation will always be an uphill battle because the information just isn't there.
- Just a reminder that there is a new 'remove background' extension for a1111
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PSD layers for characters using Stable Diffusion?
also try to look into https://github.com/xuebinqin/DIS cuz it may help to either achieve the result straight away, or to make a dataset for layering lora if each picture takes to much touch up
- Can Stable Diffusion output PNG files with Alpha Channel (transparent)?
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Computer Vision Free Lancer
Also checkout https://github.com/xuebinqin/U-2-Net. They have a new version in this repo: https://github.com/xuebinqin/DIS
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Wolf in Inkpunk style - Stable Diffusion Tutorial
If you want some tricks to make this smoother, try masking the wolf upfront in each frame and then only replacing the wolf itself with the pixels from sd on the second frame and onward. Keep the first frame's sd output for the background stable or change it less quickly. I've found good results segmenting with this, but lots of good options on foreground segmentation are available.
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What software can I use to achieve this kind of sketch?
For instance, click "open in colab" at the top of this Image Segmentation notebook
What are some alternatives?
detectron2 - Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
segment-anything - The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
gmic - GREYC's Magic for Image Computing: A Full-Featured Open-Source Framework for Image Processing
stable-diffusion-webui-rembg - Removes backgrounds from pictures. Extension for webui.
ai-background-remove - Cut out objects and remove backgrounds from pictures with artificial intelligence
NewGAN-Manager - A tool to generate and manage xml configs for the Newgen Facepack.
resynthesizer - Suite of gimp plugins for texture synthesis
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."
anylabeling - Effortless AI-assisted data labeling with AI support from YOLO, Segment Anything, MobileSAM!!
Pixelitor - A desktop image editor
ABG_extension