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深度图像先验揭秘:图像恢复入门 https://towardsdatascience.com/demystifying-deep-image-prior-7076e777e5ba

Image Inpainting for Irregular Holes Using Partial Convolutions

https://github.com/MathiasGruber/PConv-Keras python3.6+keras+tf https://arxiv.org/abs/1804.07723

A modified reimplemented in pytorch of inpainting model in Free-Form Image Inpainting with Gated Convolution [http://jiahuiyu.com/deepfill2/] https://github.com/avalonstrel/GatedConvolution_pytorch

Contextual Residual Aggregation for Ultra High-Resolution Image Inpainting https://www.arxiv-vanity.com/papers/2005.09704/

High-Resolution Image Inpainting with Iterative Confidence Feedback and Guided Upsampling https://zengxianyu.github.io/iic/

EdgeConnect: Generative Image Inpainting with Adversarial Edge Learning https://github.com/knazeri/edge-connect https://arxiv.org/abs/1901.00212

Anime-InPainting: An application Tool based on Edge-Connect https://github.com/youyuge34/Anime-InPainting

Image Inpainting for Irregular Holes Using Partial Convolutions https://github.com/MathiasGruber/PConv-Keras

Deep Image Prior利用深度卷积网络来实现一些常见的图像逆操作,如去噪、提高分辨率、图像修复等。 https://github.com/DmitryUlyanov/deep-image-prior

用全卷积网络还原漫画(Hentai)不可描述补丁/马赛克区域(圣光) https://github.com/deeppomf/DeepCreamPy https://arxiv.org/abs/1804.07723

Attentive Normalization for Conditional Image Generation https://www.arxiv-vanity.com/papers/2004.03828/

Deep Fusion Network for Image completion https://github.com/hughplay/DFNet

An Internal Learning Approach to Video Inpainting https://arxiv.org/abs/1909.07957

Coherent Semantic Attention for image inpainting(ICCV 2019) https://github.com/KumapowerLIU/CSA-inpainting

Official Pytorch implementation of Copy-and-Paste Networks for Deep Video Inpainting (ICCV 2019) https://github.com/shleecs/Copy-and-Paste-Networks-for-Deep-Video-Inpainting

从视频里“擦除”框选的目标

https://github.com/zllrunning/video-object-removal

【.NET实现的智能图像内容补全】’Inpainting - Want to remove something(someone) from a photo as it never was there? This is .NET implementation of content-aware fill. It smartly fills in unwanted or missing areas of photographs.' https://github.com/zavolokas/Inpainting

《Image Fine-grained Inpainting》 https://github.com/Zheng222/DMFN

《LaFIn: Generative Landmark Guided Face Inpainting》

https://github.com/YaN9-Y/lafin

【DeepFill生成式图像补全】’Generative Image Inpainting - DeepFill v1/v2 with Contextual Attention and Gated Convolution, CVPR 2018, and ICCV 2019 Oral' https://github.com/JiahuiYu/generative_inpainting

修复 https://github.com/akmtn/pytorch-siggraph2017-inpainting http://hi.cs.waseda.ac.jp/~iizuka/projects/completion/en/​

Image Inpainting via Generative Multi-column Convolutional Neural Network https://github.com/shepnerd/inpainting_gmcnn

Tensorflow implementation of Semantic Image Inpainting with Deep Generative Models https://github.com/ChengBinJin/semantic-image-inpainting

video inpainting

https://github.com/jajatikr/Video-Inpainting keras+tf

Deep Flow-Guided Video Inpainting

https://nbei.github.io/video-inpainting.html

图像补全相关资源大列表 https://github.com/1900zyh/Awesome-Image-Inpainting

PEPSI++: Fast and Lightweight Network for Image Inpainting https://arxiv.org/abs/1905.09010

QD-IMD: Quick Draw Irregular Mask Dataset https://github.com/karfly/qd-imd

【图像GPT:用于像素生成/补全的图像无监督Transformer模型】 https://github.com/openai/image-gpt

《Learning Joint Spatial-Temporal Transformations for Video Inpainting》 https://github.com/researchmm/STTN https://arxiv.org/abs/2007.10247

Region Normalization for Image Inpainting, accepted by AAAI-2020 https://github.com/geekyutao/RN

The PyTorch implementation of ICCV 2019 oral paper: free-form inpainting (deepfillv2), especially Gated Conv https://github.com/zhaoyuzhi/deepfillv2

Image Inpainting Project based on CVPR 2020 Oral Paper on HiFill

https://github.com/Atlas200dk/sample-imageinpainting-HiFill

Source code of AAAI 2020 paper 'Learning to Incorporate Structure Knowledge for Image Inpainting' https://github.com/YoungGod/sturcture-inpainting

Pytorch re-implementation of Paper: Image Inpainting with Learnable Bidirectional Attention Maps (ICCV 2019) https://github.com/Vious/LBAM_Pytorch

The source code for CVPR 2020 accepted paper "Recurrent Feature Reasoning for Image Inpainting" https://github.com/jingyuanli001/RFR-Inpainting

An Internal Learning Approach to Video Inpainting

https://github.com/Haotianz94/IL_video_inpainting

Texture Memory-Augmented Deep Patch-Based Image Inpainting https://github.com/open-mmlab/mmediting

Image Inpainting with Learnable Feature Imputation https://github.com/hukkelas/DeepPrivacy

PatchMatch for inpainting:C++实现的PatchMatch图像补全 https://github.com/ZQPei/patchmatch_inpainting

Image Inpainting with Contextual Reconstruction Loss https://github.com/zengxianyu/crfill

Depix:从打码截屏图片中恢复密码字符 https://github.com/beurtschipper/Depix

Deep Generative Inpainting Network (GIN) for Extreme Image Inpainting https://github.com/rlct1/gin

Image Fine-grained Inpainting https://github.com/HannH/DMFN

Contextual Residual Aggregation for Ultra High-Resolution Image Inpainting https://github.com/duxingren14/Hifill-tensorflow

Flow-edge Guided Video Completion https://github.com/vt-vl-lab/FGVC http://chengao.vision/FGVC/ https://colab.research.google.com/drive/1pb6FjWdwq_q445rG2NP0dubw7LKNUkqc?usp=sharing

Aggregated Contextual Transformations for High-Resolution Image Inpainting github.com/researchmm/AOT-GAN-for-Inpainting

Aggregated Contextual Transformations for High-Resolution Image Inpainting (2020) github.com/researchmm/AOT-GAN-for-Inpainting

《Progressive Temporal Feature Alignment Network for Video Inpainting》(CVPR 2021) github.com/MaureenZOU/TSAM

协同调制生成对抗网络,轻松帮你实现任意大区域图像填充 https://arxiv.org/pdf/2103.10428 GitHub:https://github.com/zsyzzsoft/co-mod-gan Demo:http://comodgan.ml/​​​​

Video-Auto-Wipe:视频擦除方面的一些探索——字幕擦除,图标擦除和动态遮挡物擦除

github.com/a312863063/Video-Auto-Wipe

Hyperrealistic Image Inpainting With Hypergraphs github.com/GouravWadhwa/Hypergraphs-Image-Inpainting

《Uformer: A General U-Shaped Transformer for Image Restoration》(2021) github.com/lucidrains/uformer-pytorch

Internal Video Inpainting by Implicit Long-range Propagation https://arxiv.org/abs/2108.01912

Resolution-robust Large Mask Inpainting with Fourier Convolutions github.com/saic-mdal/lama

SimMIM: A Simple Framework for Masked Image Modeling github.com/microsoft/SimMIM

Masked Autoencoders Are Scalable Vision Learners https://arxiv.org/abs/2111.06377

Keras实例教程:自编码器掩码图像建模 https://keras.io/examples/vision/masked_image_modeling/

[CV]《Flow-Guided Transformer for Video Inpainting》K Zhang, J Fu, D Liu [University of Science and Technology of China & Microsoft Research Asia] (2022) https://arxiv.org/abs/2208.06768

【图像补全相关文献资源列表】’Awesome-Inpainting-Tech - A curated list of image inpainting and video inpainting papers and resources' by Yanhong Zeng GitHub: github.com/zengyh1900/Awesome-Image-Inpainting

【Lama Cleaner:采用最先进AI模型的开箱即用图像内容擦除/补全工具,可以轻松去水印[赞]】'Lama Cleaner - Image inpainting tool powered by SOTA AI Model' by Sanster GitHub: github.com/Sanster/lama-cleaner

一个开源的图片去水印解决方案:Watermark-Removal,可基于机器学习的图像修复方法,自动去除图片水印。经处理后的图片,与原图几乎一致。 GitHub:github.com/zuruoke/watermark-removal ​​​​

[CV]《A Structure-Guided Diffusion Model for Large-Hole Diverse Image Completion》D Horita, J Yang, D Chen, Y Koyama, K Aizawa [The University of Tokyo & Microsoft Research Asia & AIST] (2022) https://arxiv.org/abs/2211.10437

【Inpaint-Anything:SAM + 补全模型实现自动化清除图像里包含的目标】’Inpaint-Anything - Inpaint anything using SAM + inpainting models.' Tao Yu GitHub: github.com/geekyutao/Inpaint-Anything