IDE-3D
lama
IDE-3D | lama | |
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2 | 17 | |
465 | 7,288 | |
- | 3.3% | |
10.0 | 5.1 | |
over 1 year ago | 2 days ago | |
Jupyter Notebook | Jupyter Notebook | |
- | Apache License 2.0 |
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IDE-3D
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A Recent AI Research Proposes IDE-3D: An Interactive Disentangled Editing Framework for High-Resolution 3D-aware Portrait Synthesis
Quick Read: https://www.marktechpost.com/2023/02/07/a-recent-ai-research-proposes-ide-3d-an-interactive-disentangled-editing-framework-for-high-resolution-3d-aware-portrait-synthesis/ Paper: https://arxiv.org/pdf/2205.15517.pdf Github: https://github.com/MrTornado24/IDE-3D
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IDE-3D: Interactive Disentangled Editing for High-Resolution 3D-aware Portrait Synthesis
Code: https://github.com/MrTornado24/IDE-3D
lama
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Can someone please help me with inpainting settings to remove the subject from this image? I want to rebuild as much of the original background as possible.
You could try to use ControlNet inpaint+lama locally, but results aren't as good in my experience. Or you could try local install of lama directly, but the setup process isn't very smooth.
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[D] Which open source models can replicate wonder dynamics's drag'n'drop cg characters?
You may be able to remove the actor with lama. https://github.com/advimman/lama
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ControlNet Update: [1.1.222] Preprocessor: inpaint_only+lama
LaMa: Resolution-robust Large Mask Inpainting with Fourier Convolutions (Apache-2.0 license) Roman Suvorov, Elizaveta Logacheva, Anton Mashikhin, Anastasia Remizova, Arsenii Ashukha, Aleksei Silvestrov, Naejin Kong, Harshith Goka, Kiwoong Park, Victor Lempitsky (Samsung Research and EPFL)
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[Inpainting] [Q] Want to remove a person/ group of people from an image.
You could try using LaMA: https://github.com/saic-mdal/lama .
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[task] Python developer for two tasks, one 30$ the other 50$
Task 1: 30$ Write a script to prepare data for https://github.com/saic-mdal/lama. You should be able to prove on video that your script works properly after i give you some data and you train and there's some acceptable output (not perfect, since i know how ml works).
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Research Topics for Master/PHD
I have some interest in image inpainting, but the recent paper introduced by Samsung - https://github.com/saic-mdal/lama seems like it reached a stage where there isn't much room that we can add for novelty. I am quite interested but not confident if I can come up with a novel idea that can do better than the proposed model, especially if they trained the model on multiple GPUs for days, which is something that I don't have.
- The Black Hole Photographs: Censored Images from America’s Great Depression
- Image inpainting tool powered by LaMa
- Resolution-Robust Large Mask Inpainting with Fourier Convolutions
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[D] Paper Explained - Resolution-robust Large Mask Inpainting with Fourier Convolutions (w/ Author Interview)
Code: https://github.com/saic-mdal/lama
What are some alternatives?
nerf - Code release for NeRF (Neural Radiance Fields)
IOPaint - Image inpainting tool powered by SOTA AI Model. Remove any unwanted object, defect, people from your pictures or erase and replace(powered by stable diffusion) any thing on your pictures.
Torrent-To-Google-Drive-Downloader-v3 - Simple notebook to stream torrent files to Google Drive using Google Colab and python3.
strv-ml-mask2face - Virtually remove a face mask to see what a person looks like underneath
cleanup.pictures - Code for https://cleanup.pictures
Colab-Crypto-Mining - Cryptocurrency Mining Experiments on Google CoLab Notebooks
dl-colab-notebooks - Try out deep learning models online on Google Colab
Real-time-Object-Detection-for-Autonomous-Driving-using-Deep-Learning - My Computer Vision project from my Computer Vision Course (Fall 2020) at Goethe University Frankfurt, Germany. Performance comparison between state-of-the-art Object Detection algorithms YOLO and Faster R-CNN based on the Berkeley DeepDrive (BDD100K) Dataset.
machine-learning-experiments - 🤖 Interactive Machine Learning experiments: 🏋️models training + 🎨models demo
LLVIP - LLVIP: A Visible-infrared Paired Dataset for Low-light Vision
YPDL-Identify-Handwritten-Digits-using-CNN-with-TensorFlow - Identify Handwritten Digits using CNN with TensorFlow
openpose - OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation