Weixia Zhang's Projects
:arrow_double_down: Script to download AVA database from the website (A Large-Scale Database for Aesthetic Visual Analysis)
Reading list for research topics in embodied vision
PyTorch implementation of bilinear CNN for fine-grained image recognition
[TPAMI2023] Continual Learning for Blind Image Quality Assessment
Convert torch t7 model to pytorch model and source.
Blind Image Quality Assessment Using A Deep Bilinear Convolutional Neural Network
An experimental Pytorch implementation of Blind Image Quality Assessment Using A Deep Bilinear Convolutional Neural Network
Flickr-Faces-HQ Dataset (FFHQ)
Codebase for image aesthetic assessment
👁️ 🖼️ 🔥PyTorch Toolbox for Image Quality Assessment, including LPIPS, FID, NIQE, NRQM(Ma), MUSIQ, NIMA, DBCNN, WaDIQaM, BRISQUE, PI and more...
[CVPR2023] Blind Image Quality Assessment via Vision-Language Correspondence: A Multitask Learning Perspective
[NeurIPS2022] Perceptual Attacks of No-Reference Image Quality Models with Human-in-the-Loop
A metric for Perceptual Image-Error Assessment through Pairwise Preference (PieAPP at CVPR 2018).
Convert resnet trained in caffe to pytorch model.
PyTorch code for CVPR 2019 paper: The Regretful Agent: Heuristic-Aided Navigation through Progress Estimation
Blindly Assess Quality of In-the-Wild Videos via Quality-aware Pre-training and Motion Perception
[TIP2024] Task-specific normalization for continual learning of blind image quality models
The repository for 'Uncertainty-aware blind image quality assessment in the laboratory and wild' and 'Learning to blindly assess image quality in the laboratory and wild'
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch