График соотношения размера и объективного качества (SSIM/PSNR) для jpeg

You can easily calculate FVD, PSNR, SSIM, LPIPS for evaluating the quality of generated or predicted videos.

Exploring advanced autoencoder architectures for efficient data compression on EMNIST dataset, focusing on high-fidelity image reconstruction with minimal information loss. This project tests various encoder-decoder configurations to optimize performance metrics like MSE, SSIM, and PSNR, aiming to achieve near-lossless data compression.

Image Steganography using Huffamn Encoding and Laguerre Transform

Measures and metrics for image2image tasks. PyTorch.

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

Image inpainting using OpenCV & DeepFillv2

Fast underwater image enhancement for Improved Visual Perception. #TensorFlow #PyTorch #RAL2020

Quality metrics

Image processing employs filters like Histogram Equalization and Gaussian for enhancement, with metrics like PSNR and SSIM evaluating image quality and similarity.

Digital Image Watermarking Method Based on Hybrid DWT-HD-SVD Technique: Attacks, PSNR, SSIM, NC

A GUI built using C# to make Netflix's VMAF easier to use

Comparative study of PCA and Autoencoders for effective dimensionality reduction, assessed through PSNR and SSIM metrics.

Image morphing in frequency domain using Discrete Fourier Transform

Comparing two images by using 9 metrics: VIFP, PSNR, SSIM, FSIM, RMSE, ISSM, SRE, SAM, UIQ.

PyTorch Image Quality Assessement package

Video quality tester, test your video quality professionally in py or sh

Get VMAF and PSNR score of a video after encoding to maintain size and quality

Pytorch based unofficial implementation of "Multiplicative Filter Networks" paper by Fathony, Sahu, Willmott, & Kolter at ICLR 2021.

Deal with concurrent processing of images downloaded from the internet and compare them.