image-inpainting

Open-source projects categorized as image-inpainting
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Language: + Python + Jupyter Notebook
Topics: Pytorch Deep Learning generative-adversarial-network Tensorflow Gans
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Top 10 image-inpainting Open-Source Projects

  • lama

    🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022

    • Project mention: 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. | /r/StableDiffusion | 2023-07-03

    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.

  • generative_inpainting

    DeepFill v1/v2 with Contextual Attention and Gated Convolution, CVPR 2018, and ICCV 2019 Oral

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  • edge-connect

    EdgeConnect: Structure Guided Image Inpainting using Edge Prediction, ICCV 2019 https://arxiv.org/abs/1901.00212

  • Awesome-Image-Inpainting

    A curated list of image inpainting and video inpainting papers and resources

    • Project mention: MagicEdit: High-Fidelity Temporally Coherent Video Editing | news.ycombinator.com | 2023-08-29

    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.

  • generative-inpainting-pytorch

    A PyTorch reimplementation for paper Generative Image Inpainting with Contextual Attention (https://arxiv.org/abs/1801.07892)

  • co-mod-gan

    [ICLR 2021, Spotlight] Large Scale Image Completion via Co-Modulated Generative Adversarial Networks

  • PEN-Net-for-Inpainting

    [CVPR'2019] PEN-Net: Learning Pyramid-Context Encoder Network for High-Quality Image Inpainting

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  • Implicit-Internal-Video-Inpainting

    [ICCV 2021]: IIVI: Internal Video Inpainting by Implicit Long-range Propagation

  • sketchedit

    SketchEdit: Mask-Free Local Image Manipulation with Partial Sketches, CVPR2022

  • tdanet

    The pytorch implementation of the paper "text-guided neural image inpainting" at MM'2020 (oral)

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

image-inpainting related posts

  • MagicEdit: High-Fidelity Temporally Coherent Video Editing

    2 projects | news.ycombinator.com | 29 Aug 2023

  • after instantiating a graph, data or node needs to pass before it loads the parameters?

    1 project | /r/tensorflow | 13 May 2022

  • Implemented approaches to reconstructing missing parts in an image

    1 project | /r/computervision | 10 Feb 2022

  • Paper explained - Large Scale Image Completion via Co-Modulated Generative Adversarial Networks

    1 project | /r/computervision | 27 May 2021

  • [Research] NN to extrapolate painting

    1 project | /r/MachineLearning | 13 Feb 2021
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    www.influxdata.com | 9 May 2024
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Index

What are some of the best open-source image-inpainting projects? This list will help you:

Project Stars
1 lama 7,261
2 generative_inpainting 3,155
3 edge-connect 2,476
4 Awesome-Image-Inpainting 1,736
5 generative-inpainting-pytorch 460
6 co-mod-gan 431
7 PEN-Net-for-Inpainting 343
8 Implicit-Internal-Video-Inpainting 239
9 sketchedit 234
10 tdanet 83

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