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tanyayapang's Projects

cnniqa icon cnniqa

CVPR2014-Convolutional neural networks for no-reference image quality assessment

dbcnn-pytorch icon dbcnn-pytorch

An experimental Pytorch implementation of Blind Image Quality Assessment Using A Deep Bilinear Convolutional Neural Network

deepiqa icon deepiqa

NR and FR IQA models based on Deep Convolutional Neural Networks

dvqa icon dvqa

Deep learning-based Video Quality Assessment

hiqa icon hiqa

Hallucinated-IQA: No-Reference Image Quality Assessment via Adversarial Learning

image-quality-assessment icon image-quality-assessment

A dataset containing 84 images with no reference is provided along with their subjective scores. Their objective scores are to be calculated, and then PLCC, SRCC, KRCC values are to be calculated. The current best PLCC value is around 0.78 and beating this is a challenging part of this project.

koniq icon koniq

KonIQ-10k Deep Learning Models

koniq-pytorch icon koniq-pytorch

A Pytorch implementation of No-Reference Image Quality Assessment (NR-IQA) models trained on the KonIQ-10k dataset

super-resolution icon super-resolution

A pytorch implementation of "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"

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