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Top 23 Python super-resolution Projects
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Project mention: Deep Live Cam: Real-Time Face Swapping and One-Click Video Deepfake Tool | news.ycombinator.com | 2024-08-10
Interesting... This project is built upon "GFPGAN v1.4" (https://github.com/TencentARC/GFPGAN) and "FaceSwap Extension - Automatic 1111 - Proof of Concept" (https://github.com/revolverocelot1/-webui-faceswap-unlocked). The GFPGAN project is grounded on its own in the paper "GFP-GAN: Towards Real-World Blind Face Restoration with Generative Facial Prior" by Wang et al.
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InfluxDB
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Real-ESRGAN
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
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PaddleGAN
PaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer, Wav2Lip, picture repair, image editing, photo2cartoon, image style transfer, GPEN, and so on.
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BasicSR
Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.
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SUPIR
SUPIR aims at developing Practical Algorithms for Photo-Realistic Image Restoration In the Wild. Our new online demo is also released at suppixel.ai.
Project mention: Supir: Revolutionizing image restoration with cutting-edge large-scale AI | news.ycombinator.com | 2024-10-07 -
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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Image-Super-Resolution-via-Iterative-Refinement
Unofficial implementation of Image Super-Resolution via Iterative Refinement by Pytorch
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SinGAN
Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"
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Project mention: Show HN: I created an After Effects alternative | news.ycombinator.com | 2024-07-01
> the main problem with workers is that any data their working on needs to be copied in or side-loaded into them once they spin up
Isn't this no longer an issue thanks to SharedArrayBuffer?
https://developer.mozilla.org/en-US/docs/Web/JavaScript/Refe...
I believe the ONNX Runtime uses this for multithreading on the web, see https://github.com/nagadomi/nunif/issues/34
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super-resolution
Tensorflow 2.x based implementation of EDSR, WDSR and SRGAN for single image super-resolution
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BSRGAN
Designing a Practical Degradation Model for Deep Blind Image Super-Resolution (ICCV, 2021) (PyTorch) - We released the training code!
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DreamClear
[NeurIPS 2024] DreamClear: High-Capacity Real-World Image Restoration with Privacy-Safe Dataset Curation
Project mention: DreamClear: AI model restores degraded images while preserving privacy | news.ycombinator.com | 2024-11-04 -
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realesrgan-gui
实用、美观的 Real-ESRGAN 图形界面，同时支持 Windows、Ubuntu 和 macOS 平台。现在也支持 Real-CUGAN 了！(Cross-platform GUI for image upscaler Real-ESRGAN with additional features. Now with Real-CUGAN support!)
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a-PyTorch-Tutorial-to-Super-Resolution
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network | a PyTorch Tutorial to Super-Resolution
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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).
Python super-resolution discussion
Python super-resolution related posts
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Photorealistic Video Generation with Diffusion Models
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How do I change the learning hub video resolution?
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Upscaling Realism of an Image
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What neural net for SISR?
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Cant make concurrent calls to Model
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Outis my beloved
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ComicMerge (Beta testing version - SafeTensors)
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A note from our sponsor - InfluxDB
www.influxdata.com | 20 May 2025
Index
What are some of the best open-source super-resolution projects in Python? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | GFPGAN | 36,723 |
| 2 | Real-ESRGAN | 30,969 |
| 3 | CodeFormer | 17,068 |
| 4 | PaddleGAN | 8,026 |
| 5 | BasicSR | 7,462 |
| 6 | SUPIR | 5,044 |
| 7 | SwinIR | 4,838 |
| 8 | Image-Super-Resolution-via-Iterative-Refinement | 3,755 |
| 9 | SRGAN | 3,375 |
| 10 | SinGAN | 3,322 |
| 11 | StableSR | 2,429 |
| 12 | QualityScaler | 2,407 |
| 13 | nunif | 2,176 |
| 14 | super-resolution | 1,511 |
| 15 | VRT | 1,426 |
| 16 | BSRGAN | 1,278 |
| 17 | DreamClear | 1,145 |
| 18 | voicefixer | 1,142 |
| 19 | sd-webui-stablesr | 1,081 |
| 20 | realesrgan-gui | 1,071 |
| 21 | EGVSR | 917 |
| 22 | Fast-SRGAN | 684 |
| 23 | a-PyTorch-Tutorial-to-Super-Resolution | 670 |
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InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.
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