backgroundremover
RobustVideoMatting
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| backgroundremover | RobustVideoMatting | |
|---|---|---|
| 86 | 16 | |
| 6,220 | 8,157 | |
| - | - | |
| 6.9 | 0.0 | |
| 5 days ago | 22 days ago | |
| Python | Python | |
| MIT License | GNU General Public License v3.0 only |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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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.
backgroundremover
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Ask HN: What side projects landed you a job?
Not a job I took. But when I launched https://github.com/nadermx/backgroundremover I got offered a high level position in a a photo company via my email which at the time was on my GitHub profile.
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Image Upscaler AI
UI looks identical to https://backgroundremoverai.com/ ?
- Ask HN: Would you pay for a SaaS even if its open source and can be selfhosted?
- Show HN: Image background removal without annoying subscriptions
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Open source Background Remover: Remove Background from images and video using AI
I think this is what you wanted? https://github.com/nadermx/backgroundremover/tree/main/dist
- Background Remover lets you Remove Background from images and video using AI with a simple command line interface that is free and open source.
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BackgroundRemover 0.2.1 - Remove Background from Video and Images using AI
This is a website.
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
What are some alternatives?
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."
MODNet - A Trimap-Free Portrait Matting Solution in Real Time [AAAI 2022]
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.
BackgroundMattingV2 - Real-Time High-Resolution Background Matting
rembg-greenscreen - Rembg Video Virtual Green Screen Edition
PINTO_model_zoo - A repository for storing models that have been inter-converted between various frameworks. Supported frameworks are TensorFlow, PyTorch, ONNX, OpenVINO, TFJS, TFTRT, TensorFlowLite (Float32/16/INT8), EdgeTPU, CoreML.
rembg - Rembg is a tool to remove images background
pytorch-deep-image-matting - Pytorch implementation of deep image matting
Linux-Fake-Background-Webcam - Faking your webcam background under GNU/Linux, now supports background blurring, animated background, colour map effect, hologram effect and on-demand processing.
coremltools - Core ML tools contain supporting tools for Core ML model conversion, editing, and validation.
obs-backgroundremoval - An OBS plugin for removing background in portrait images (video), making it easy to replace the background when recording or streaming.
keras-onnx - Convert tf.keras/Keras models to ONNX