Python esrgan

Open-source Python projects categorized as esrgan
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Topics: super-resolution Pytorch real-esrgan Python Stylegan2
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Top 10 Python esrgan Projects

  • Real-ESRGAN

    Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.

    • Project mention: AI-Powered Nvidia RTX Video HDR Transforms Standard Video into HDR Video | news.ycombinator.com | 2024-01-24

    It's not exactly what you're after, as it's anime specific and you need to process the video yourself (eg disassemble to frames, run the upscaler, then assemble back to a movie file), but Real-ESRGAN is really good:

    https://github.com/xinntao/Real-ESRGAN/

    It's pretty brilliant for cleaning up very old, low resolution anime.

  • 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.

    • Project mention: About Open Source Image and Video Restoration Toolbox | news.ycombinator.com | 2024-02-27

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

    InfluxDB logo

  • ESRGAN

    ECCV18 Workshops - Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution. The training codes are in BasicSR.

  • Real-ESRGAN

    PyTorch implementation of Real-ESRGAN model (by ai-forever)

  • traiNNer

    traiNNer: Deep learning framework for image and video super-resolution, restoration and image-to-image translation, for training and testing.

    • Project mention: Unable to run stable diffusion locally | /r/StableDiffusion | 2023-06-07

    git clone https://github.com/victorca25/traiNNer.git

  • EESRGAN

    Small-Object Detection in Remote Sensing (satellite) Images with End-to-End Edge-Enhanced GAN and Object Detector Network

    • Project mention: LogoScale – A method for vectorizing small, crappy logos | news.ycombinator.com | 2023-09-09

    Yeah I'd be similarly curious how that was arrived at. ESRGAN was co-developed by a researcher at Tencent, who has been involved in a range of similar things.

    The only satellite related thing I saw in my brief searching is some separate project[1] based on ESRGAN used for satellite imagery.

    [1] https://github.com/Jakaria08/EESRGAN

  • mpv-upscale-2x_animejanai

    Real-time anime upscaling to 4k in mpv with Real-ESRGAN compact models

    • Project mention: What's your experience witch watching movies/animes on 1440P | /r/Monitors | 2023-07-07

    Anime is very blurry when upscaled on 1440p, given that anime isn't even native 1080p to begin with. I found a good solution tho. There is a really great anime upscaler called 2x Animejanai V2.

  • 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.

    WorkOS logo

  • onnx-web

    web UI for GPU-accelerated ONNX pipelines like Stable Diffusion, even on Windows and AMD

  • ESRGAN-PyTorch

    A simple implementation of esrgan, which uses the pytorch framework.

  • Real-ESRGAN-colab

    A Real-ESRGAN model trained on a custom dataset

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 esrgan related posts

Index

What are some of the best open-source esrgan projects in Python? This list will help you:

Project Stars
1 Real-ESRGAN 25,999
2 BasicSR 6,177
3 ESRGAN 5,707
4 Real-ESRGAN 398
5 traiNNer 275
6 EESRGAN 251
7 mpv-upscale-2x_animejanai 248
8 onnx-web 175
9 ESRGAN-PyTorch 128
10 Real-ESRGAN-colab 44

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