RobustVideoMatting
pifuhd
RobustVideoMatting | pifuhd | |
---|---|---|
16 | 10 | |
8,189 | 9,431 | |
- | 0.3% | |
0.0 | 0.0 | |
about 1 month ago | about 2 months ago | |
Python | Python | |
GNU General Public License v3.0 only | GNU General Public License v3.0 or later |
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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
pifuhd
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Tools For AI Animation and Filmmaking , Community Rules, ect. (**FAQ**)
PIFuHD (Generate 3d Models from a single image) https://github.com/facebookresearch/pifuhd
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Using PIFuHD AI to generate a 3D Model from a single image
git clone https://github.com/facebookresearch/pifuhd
- Is it possible to build a 3D model using engineering-style drawings? Would like to use the 3 images of Skeletor's Havoc Staff to somehow get a 3D model. Thinking some kind of GPU / AI software.
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[D] Simple question - Does anyone know the size of BUFF dataset?
Code for https://arxiv.org/abs/2004.00452 found: https://github.com/facebookresearch/pifuhd
- 3D reconstruction models for human body
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Show HN: ML enabled creative tools for artists and designers
I'm very interested in converting images to 3d models. Really cool tech that feels like it's nearly there.
Have you by chance seen any of the work Facebook has been doing related to the 2d to 3d conversions?
https://github.com/facebookresearch/pifuhd
- Turning 3d scan into tool for animation and mocap with hand made poses
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Where To Start With The Software Side Of Disneys
Yes you're correct. That's why I thought having a dome of raspberry pis around a turntable, getting multiple angles at once, but also the movement would provide a solid dataset to be able to train a neural network to generate a 3D model of a person, or an object or possibly even an animal from a single photo, sort of like PifuHD.
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Need advice w/ customs
PIFuHD
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Weekly Developer Roundup #21 - Sun Nov 08 2020
facebookresearch/pifuhd (Python): High-Resolution 3D Human Digitization from A Single Image.
What are some alternatives?
MODNet - A Trimap-Free Portrait Matting Solution in Real Time [AAAI 2022]
mediapipe - Cross-platform, customizable ML solutions for live and streaming media.
BackgroundMattingV2 - Real-Time High-Resolution Background Matting
bevy - A refreshingly simple data-driven game engine built in Rust
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.
realtime-2D-to-3D-faces - Reconstructing real-time 3D faces from 2D images using deep learning.
pytorch-deep-image-matting - Pytorch implementation of deep image matting
youtube-dl-gui - A cross platform front-end GUI of the popular youtube-dl written in wxPython.
coremltools - Core ML tools contain supporting tools for Core ML model conversion, editing, and validation.
C++ Workflow - C++ Parallel Computing and Asynchronous Networking Framework
keras-onnx - Convert tf.keras/Keras models to ONNX
OpenCorePkg - OpenCore bootloader