Awesome-Image-Inpainting
awesome-ml4co
| Awesome-Image-Inpainting | awesome-ml4co | |
|---|---|---|
| 3 | 1 | |
| 1,736 | 1,468 | |
| - | 2.9% | |
| 2.7 | 6.7 | |
| 3 months ago | 2 months ago | |
| Python | Python | |
| - | - |
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Awesome-Image-Inpainting
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MagicEdit: High-Fidelity Temporally Coherent Video Editing
I have been reading a lot of adjacent papers to this recently. Here is a useful collection for anyone interested: https://github.com/zengyh1900/Awesome-Image-Inpainting
I have noticed an overwhelming trend that the vast majority of authors tend to be Chinese sounding names even when associated with an US based university. Obviously some of those could be Americans as well but it stood out to such a degree I was curious if anyone had any insight.
Also if there is code (this projects links to github but it's empty), it tends to be basically abandonware once these papers are published with no effort towards commercializing or turning into healthy open source projects for some reason.
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Implemented approaches to reconstructing missing parts in an image
Image in-painting is the keyword I think you are looking for. This github repo has a bunch of links to different implementations.
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[Research] NN to extrapolate painting
I am not an expert on this, but this repo lists the latest Image Inpainting methods https://github.com/1900zyh/Awesome-Image-Inpainting.
awesome-ml4co
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Application of Deep Reinforcement Learning for Operations Research problems
I’m currently the PI for a program which is using RL for a CO problem. This is a great resource to get started in the field. Feel free to DM me if 1) you have any questions or 2) you want job applying this approach to various problems.
What are some alternatives?
DeepMosaics - Automatically remove the mosaics in images and videos, or add mosaics to them.
ecole - Extensible Combinatorial Optimization Learning Environments
DeepCreamPy - Decensoring Hentai with Deep Neural Networks
SeaPearl.jl - Julia hybrid constraint programming solver enhanced by a reinforcement learning driven search.
ProPainter - [ICCV 2023] ProPainter: Improving Propagation and Transformer for Video Inpainting
GNNPapers - Must-read papers on graph neural networks (GNN)
ABigSurvey - A collection of 1000+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML).
ml4vrp - Geometric Deep Learning Models for Vehicle Routing Problem
PEN-Net-for-Inpainting - [CVPR'2019] PEN-Net: Learning Pyramid-Context Encoder Network for High-Quality Image Inpainting
StableVideo - [ICCV 2023] StableVideo: Text-driven Consistency-aware Diffusion Video Editing