FUnIE-GAN
video-quality-metrics
| FUnIE-GAN | video-quality-metrics | |
|---|---|---|
| 1 | 2 | |
| 432 | 109 | |
| - | - | |
| 0.0 | 0.0 | |
| 28 days ago | over 1 year ago | |
| Python | Python | |
| GNU General Public License v3.0 or later | MIT License |
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FUnIE-GAN
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Comparison of detection (with CNN) quality with color restoration of underwater images and without
My diploma's theme has a bit specific application area - sunken technical objects. I have to restorate underwater images. And to prove useability of restoration method for autonomous underwater vechile (AUV) I decided to compare quality of CNN model train with preprocessing and without it. Due to the lack of data I use mirroring by way of augmentation. And to preprocess hundreds of images of images I used this method https://github.com/xahidbuffon/FUnIE-GAN .
video-quality-metrics
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How to compare video quality?
Here's one way: https://github.com/CrypticSignal/video-quality-metrics
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Libvmaf Problem Loading Model File
For context, I'm using libvmaf as part of a Python command line program that I've made: https://github.com/BassThatHertz/video-quality-metrics
What are some alternatives?
iSeeBetter - iSeeBetter: Spatio-Temporal Video Super Resolution using Recurrent-Generative Back-Projection Networks | Python3 | PyTorch | GANs | CNNs | ResNets | RNNs | Published in Springer Journal of Computational Visual Media, September 2020, Tsinghua University Press
vmaf-gui - A GUI built using C# to make Netflix's VMAF easier to use
prosr - Repository containing an independent implementation of the paper: "A Fully Progressive Approach to Single-Image Super-Resolution"
FFMetrics - Visualizes Video Quality Metrics (PSNR, SSIM & VMAF) calculated by ffmpeg.exe
sunken-object - Compare quality of binary classification (detection) between natural underwater images and images with restoration
nmkoder - Media encoding, muxing, analysis toolkit for Windows
Seamoth - A python library for the Mate ROV competition by the MHS
FastFlix - FastFlix is a free GUI for HEVC and AV1 encoding, GIF/WebP/AVIF creation, and more!
piqa - PyTorch Image Quality Assessement package
easyVmaf - Python script to easily compute VMAF using FFmpeg. It allows to deinterlace, scale and sync Ref and Distorted video automatically
voukoder - Provides an easy way to include the FFmpeg encoders in other windows applications.
h265ize - A node utility utilizing ffmpeg to encode videos with the hevc codec.