cloth-segmentation
This repo contains code and a pre-trained model for clothes segmentation. (by levindabhi)
rembg
Rembg is a tool to remove images background (by danielgatis)
| cloth-segmentation | rembg | |
|---|---|---|
| 2 | 52 | |
| 480 | 14,800 | |
| - | - | |
| 0.0 | 7.9 | |
| about 1 year ago | 8 days ago | |
| Python | Python | |
| MIT License | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.
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.
cloth-segmentation
Posts with mentions or reviews of cloth-segmentation.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-03-15.
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Just a reminder that there is a new 'remove background' extension for a1111
u2net_cloth_seg (download, source): A pre-trained model for Cloths Parsing from human portrait. Here clothes are parsed into 3 category: Upper body, Lower body and Full body.
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image segmentation using U-nets
Since you want to do semantic segmentation with a U-net, I would recommend tearing apart this project: https://github.com/levindabhi/cloth-segmentation
rembg
Posts with mentions or reviews of rembg.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-12-09.
- 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?
When comparing cloth-segmentation and rembg you can also consider the following projects:
stable-diffusion-webui-rembg - Removes backgrounds from pictures. Extension for webui.
detectron2 - Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
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."
gmic - GREYC's Magic for Image Computing: A Full-Featured Open-Source Framework for Image Processing
stable-fashion - Stable Fashion: A prompt based virtual try on repository
ai-background-remove - Cut out objects and remove backgrounds from pictures with artificial intelligence
DIS - This is the repo for our new project Highly Accurate Dichotomous Image Segmentation
resynthesizer - Suite of gimp plugins for texture synthesis
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. 🖌
cloth-segmentation vs stable-diffusion-webui-rembg
rembg vs detectron2
cloth-segmentation vs U-2-Net
rembg vs gmic
cloth-segmentation vs stable-fashion
rembg vs ai-background-remove
cloth-segmentation vs DIS
rembg vs resynthesizer
rembg vs stable-diffusion-webui-rembg
rembg vs Pixelitor
rembg vs public-apis
rembg vs inkscape