MobileSAM
This is the official code for MobileSAM project that makes SAM lightweight for mobile applications and beyond! (by ChaoningZhang)
sd-webui-inpaint-anything
Inpaint Anything extension performs stable diffusion inpainting on a browser UI using masks from Segment Anything. (by Uminosachi)
| MobileSAM | sd-webui-inpaint-anything | |
|---|---|---|
| 6 | 10 | |
| 4,381 | 976 | |
| - | - | |
| 8.9 | 8.7 | |
| 4 months ago | 6 days ago | |
| Jupyter Notebook | Python | |
| Apache License 2.0 | Apache License 2.0 |
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.
MobileSAM
Posts with mentions or reviews of MobileSAM.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-12-06.
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EfficientSAM
https://github.com/ChaoningZhang/MobileSAM was the previous attempt at distilling the large image encoder used by SAM.
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AnyLabeling Auto-labeling with MobileSAM - the newest and fastest variant of Segment Anything
MobileSAM repo: https://github.com/ChaoningZhang/MobileSAM.
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Faster Segment Anything: Towards Lightweight SAM for Mobile Applications
Highlight: The training of MobileSAM can be completed on a single GPU within less than one day. MobileSAM is 60+ times smaller yet performs on par with the original SAM. For inference speed, Compared with the concurrent FastSAM, our MobileSAM with a superior performance is 7 times smaller and 4 times faster, making it more suitable for mobile applications. The code for MobileSAM project is provided at https://github.com/ChaoningZhang/MobileSAM.
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Fast Segment Anything (40ms/image)
lmao you called it FasterSAM
sd-webui-inpaint-anything
Posts with mentions or reviews of sd-webui-inpaint-anything.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-06-21.
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How to send masked photo to img2img inpainting
Hey everyone,Today I installed inpaint-anything extension from github(https://github.com/Uminosachi/sd-webui-inpaint-anything) to Stable Diffusion. It works perfectly.
- Human masking
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Fast Segment Anything (40ms/image)
I'm a huge fan of "Inpaint Anything" for its implementation of "Segment Anything". I'd anticipate an update from the developer asap - pretty active. https://github.com/Uminosachi/sd-webui-inpaint-anything
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Any way to keep the transparency of a png after running it through img2img/inpaint?
"Inpaint Anything" is an unlisted SD extension (not on the in app list yet for some reason) that can export masks (alpha included) w/ transparency. Not sure if it fits your original needs for inpainting, but it may actually be easier. It creates it's own tab: https://github.com/Uminosachi/sd-webui-inpaint-anything
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Unable to install Inpaint Anything for Stable Diffusion Web UI on a Mac
GitCommandError: Cmd('git') failed due to: exit code(128) cmdline: git clone -v --filter=blob:none -- https://github.com/Uminosachi/sd-webui-inpaint-anything.git in the URL for extension's git repository /Applications/Stable Diffusion/stable-diffusion-webui/tmp/sd-webui-inpaint-anything in the URL for extension's git repository stderr: 'Cloning into '/Applications/Stable Diffusion/stable-diffusion-webui/tmp/sd-webui-inpaint-anything in the URL for extension's git repository'... fatal: unable to access 'https://github.com/Uminosachi/sd-webui-inpaint-anything.git in the URL for extension's git repository/': URL using bad/illegal format or missing URL '
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HELP! What options/extensions are available for auto masking in A1111?
you could use this extension https://github.com/Uminosachi/sd-webui-inpaint-anything
- Favorite InPaint Tool? ControlNet, Inpaint Anything, Photoshop, or other?
- Inpaint Anything (uses "Segment Anything") - Cool A1111 Extension not (yet) on the in App list
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Setting Environment Variables to Avoid Memory Errors
When I try to use Inpaint Anything, I get this error...
What are some alternatives?
When comparing MobileSAM and sd-webui-inpaint-anything you can also consider the following projects:
FastSAM - Fast Segment Anything
stable-diffusion-webui-rembg - Removes backgrounds from pictures. Extension for webui.
anylabeling - Effortless AI-assisted data labeling with AI support from YOLO, Segment Anything, MobileSAM!!
ai-text-to-audio-latent-diffusion - text-to-audio-latent-diffusion
EfficientSAM - EfficientSAM: Leveraged Masked Image Pretraining for Efficient Segment Anything
StableFusion - Transform text into images and images into new ones using AI. Our user-friendly web app, built with Diffusion, Python, and Streamlit, offers customizable outputs in various styles and formats
stable-diffusion-pytorch - Yet another PyTorch implementation of Stable Diffusion (probably easy to read)
sdxl-demos - Python demos for testing out the Stable Diffusion's XL (SDXL 0.9) model.
diffusiondb - A large-scale text-to-image prompt gallery dataset based on Stable Diffusion
caption-upsampling - This repository implements the idea of "caption upsampling" from DALL-E 3 with Zephyr-7B and gathers results with SDXL.
bezier_flowers - Bézier curves animation + instruct pix2pix stable diffusion
MobileSAM vs FastSAM
sd-webui-inpaint-anything vs stable-diffusion-webui-rembg
MobileSAM vs anylabeling
sd-webui-inpaint-anything vs ai-text-to-audio-latent-diffusion
MobileSAM vs EfficientSAM
sd-webui-inpaint-anything vs StableFusion
sd-webui-inpaint-anything vs stable-diffusion-pytorch
sd-webui-inpaint-anything vs sdxl-demos
sd-webui-inpaint-anything vs FastSAM
sd-webui-inpaint-anything vs diffusiondb
sd-webui-inpaint-anything vs caption-upsampling
sd-webui-inpaint-anything vs bezier_flowers