RobustVideoMatting
MODNet
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RobustVideoMatting | MODNet | |
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16 | 5 | |
8,138 | 3,473 | |
- | - | |
0.0 | 0.0 | |
16 days ago | over 1 year ago | |
Python | Python | |
GNU General Public License v3.0 only | Apache License 2.0 |
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RobustVideoMatting
- lineart_coarse + openpose, batch img2img
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Tools For AI Animation and Filmmaking , Community Rules, ect. (**FAQ**)
Robust Video Matting/Background Remover (Remove Background from images and videos, useful for compositing) https://github.com/PeterL1n/RobustVideoMatting (RVM - Remove backgrounds from videos) https://github.com/nadermx/backgroundremover (BackgroundRemover - works well on single images) -------VOICE GENERATION--------
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Adobe After Effects VS Runway AI 👀
Looks like runway is packaging a bunch of AI tools like stable diffusion and other opensource tools into a paid package. The matting tools it is using looks like this tool https://github.com/PeterL1n/RobustVideoMatting which can be run off your computer for free if you can figure out the geeky side of installing this stuff. I've tried it out and it sometimes works well but most of the time the results aren't as good as the examples on their github. Still a good tool to have in the toolbox though.
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Rotoscoping a video by comparing images
OR this separate application looks promising, if you can work out Google Collab (I couldn't unfortunately): https://github.com/PeterL1n/BackgroundMattingV2 https://github.com/PeterL1n/RobustVideoMatting
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CatFileCreator in Nuke
I have done a bit of coding and I will use pretrained models only. Looking at things like depth and segmentation. Like this as an example. I am using it on a collab now but its so cumbersome. https://github.com/PeterL1n/RobustVideoMatting
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[Q] Video Editing using AI
I do not know much about Machine learning, and I am not sure if I can ask question here. But if yes, I need help with either choosing best libraries to do Video Editing like Background Removal and similar. Some of the ones that I found is RVM: https://github.com/PeterL1n/RobustVideoMatting (which currently seems like the best choice)
- Is this FOSS ML software safe?
- [D] Is this ML project safe?
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Trying to train videomatting model
First of all I would ask if somebody retrained Robust Video Matting model on own data? I am trying to, but with all the models I end up getting bad quality result as the ones attached to the post. So my data is some objects rotating on 360 and with white backgrounds, The task seems to be pretty simple as the model just has to remove white bgr and keep colorized object. I have masks on every 10th frame of my videos. The masks are 0 - bgr, 255 - fgr. I have tried Robust Video Matting model, MODNet, PaddleSeg and several segmentation models and every of them failed to show consistent results on that data. What should I do in the case?
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Remove Background NO GREENSCREEN?
I have found a github with a project like this but it is tedious to use: https://github.com/PeterL1n/RobustVideoMatting
MODNet
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Can a sufficiently deep network filter out the background?
Check out MODNet, it already does this. It works well too. https://github.com/ZHKKKe/MODNet
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I want to translate only the background of image using image-to-image translation. Does anyone know the research that deals with this? Thank you !
I know exactly what you need. MODNet https://github.com/ZHKKKe/MODNet takes an image (or video) and creates a mask of all the people, allowing for image matting. Obviously to get the background instead of the person, just invert the mask. I've used it a few times and it usually works well.
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[Research] Photography Portrait Matting (PPM) Benchmark is Released
MODNet Github: https://github.com/ZHKKKe/MODNet
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High-Quality Background Removal Without Green Screens explained. The GitHub repo (linked in comments) has been edited with code and commercial solution for anyone interested!
References Blog post: https://www.louisbouchard.ai/remove-background/ The paper covered, "Is a Green Screen Really Necessary for Real-Time Human Matting?": https://arxiv.org/pdf/2011.11961.pdf MODNet GitHub code: https://github.com/ZHKKKe/MODNet
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AI for automatic image background removal..!!!!!!
Here's one: https://www.reddit.com/r/artificial/comments/k4knus/highquality_background_removal_without_green/ , with code https://github.com/ZHKKKe/MODNet .
What are some alternatives?
BackgroundMattingV2 - Real-Time High-Resolution Background Matting
PPM - A High-Quality Photograpy Portrait Matting Benchmark
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