Spatial-temporal denoising

This page summarizes the projects mentioned and recommended in the original post on /r/computervision
image-super-resolution image-denoising compression-artifact-reduction image-deblocking Transformer

Scout Monitoring - Free Django app performance insights with Scout Monitoring
Get Scout setup in minutes, and let us sweat the small stuff. A couple lines in settings.py is all you need to start monitoring your apps. Sign up for our free tier today.
www.scoutapm.com
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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.
www.influxdata.com
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  • gpu-bm3d

    GPU-accelerated denoising with bm3d

    • An example would be helpful. Does it look like additive Gaussian white noise? BM3D is often cited, but I'm sure that there are better performers now, e.g., deep learning. It's a very well studied problem. Video example on this page: https://github.com/JeffOwOSun/gpu-bm3d

  • SwinIR

    SwinIR: Image Restoration Using Swin Transformer (official repository)

    • SwinIR: https://github.com/JingyunLiang/SwinIR

  • Scout Monitoring

    Free Django app performance insights with Scout Monitoring. Get Scout setup in minutes, and let us sweat the small stuff. A couple lines in settings.py is all you need to start monitoring your apps. Sign up for our free tier today.

    Scout Monitoring logo

  • iiTransformer

    Code for "iiTransformer: A Unified Approach to Exploiting Local and Non-Local Information for Image Restoration" (Kang et al., BMVC 2022)

    • iiTransformer: https://github.com/SamsungLabs/iiTransformer

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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