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Top 9 Python image-inpainting Projects
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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
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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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 | 2023-08-29I 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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generative-inpainting-pytorch
A PyTorch reimplementation for paper Generative Image Inpainting with Contextual Attention (https://arxiv.org/abs/1801.07892)
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co-mod-gan
[ICLR 2021, Spotlight] Large Scale Image Completion via Co-Modulated Generative Adversarial Networks
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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
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tdanet
The pytorch implementation of the paper "text-guided neural image inpainting" at MM'2020 (oral)
Python image-inpainting related posts
- MagicEdit: High-Fidelity Temporally Coherent Video Editing
- after instantiating a graph, data or node needs to pass before it loads the parameters?
- Implemented approaches to reconstructing missing parts in an image
- Paper explained - Large Scale Image Completion via Co-Modulated Generative Adversarial Networks
- [Research] NN to extrapolate painting
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Index
What are some of the best open-source image-inpainting projects in Python? This list will help you:
Project | Stars | |
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1 | generative_inpainting | 3,110 |
2 | edge-connect | 2,458 |
3 | Awesome-Image-Inpainting | 1,701 |
4 | generative-inpainting-pytorch | 449 |
5 | co-mod-gan | 420 |
6 | PEN-Net-for-Inpainting | 343 |
7 | Implicit-Internal-Video-Inpainting | 239 |
8 | sketchedit | 234 |
9 | tdanet | 83 |