Popular GitHub Repositories for Blind75

A comprehensive collection of IQA papers

[ICLR 2025] Official implementation of Posterior-Mean Rectified Flow: Towards Minimum MSE Photo-Realistic Image Restoration

Learning a Single Convolutional Super-Resolution Network for Multiple Degradations (CVPR, 2018) (Matlab)

[TPAMI2023] RestoreFormer++

Control adaptive filters with neural networks.

[CVPR2023] Blind Image Quality Assessment via Vision-Language Correspondence: A Multitask Learning Perspective

Deep learning in motion deblurring: current status, benchmarks and future prospects[J], The Visual Computer, 2024.

A Python toolkit for sound source separation.

This project is an aid to the blind. Till date there has been no technological advancement in the way the blind navigate. So I have used deep learning particularly convolutional neural networks so that they can navigate through the streets.

Attention-guided CNN for image denoising(Neural Networks,2020)

Official implementation for CVPR2023 Paper "Re-IQA : Unsupervised Learning for Image Quality Assessment in the Wild"

Autonomous navigation for blind people

Deep Learning on Image Denoising: An overview (Neural Networks, 2020)

A comprehensive summary of deep face restoration methods.

Asymmetric CNN for image super-resolution (IEEE Transactions on Systmes, Man, and Cybernetics: Systems 2021)

Android based Vocal Vision for Visually Impaired. Object Detection, Voice Assistance, Optical Character Reader, Read Aloud, Face Recognition, Landmark Recognition, Image Labelling etc.

Blur Conversion for Unsupervised Image Deblurring (CVPR'24)

IVA: Independent Vector Analysis implementation

PyTorch Implementation of Monitored Distillation for Positive Congruent Depth Completion (ECCV 2022)

This repository contain my 75Day Hard Generative AI and LLM Learning Challenge.