ZYzhouya

EFDN

Edge-enhanced Feature Distillation Network for Efficient Super-Resolution (CVPRW 2022)

dysample

(ICCV'23) Learning to Upsample by Learning to Sample

Rewrite-the-Stars

[CVPR 2024] Rewrite the Stars

KLT-JND

This is a brief introduction of our proposed JND profile with totally new design philosophy based on KLT.

TokenCut

(CVPR 2022) Pytorch implementation of "Self-supervised transformers for unsupervised object discovery using normalized cut"

DeepLearing-Interview-Awesome-2024

AIGC-interview/CV-interview/LLMs-interview面试问题与答案集合仓，同时包含工作和科研过程中的新想法、新问题、新资源与新项目

SCNet

[MIR 24] Fully 1x1 Convolutional Network for Lightweight Image Super-Resolution

SPAN

Swift Parameter-free Attention Network for Efficient Super-Resolution

torch-dct

DCT (discrete cosine transform) functions for pytorch

focal-frequency-loss

[ICCV 2021] Focal Frequency Loss for Image Reconstruction and Synthesis

aimet-model-zoo

XLSR

PyTorch implementation of paper "Extremely Lightweight Quantization Robust Real-Time Single-Image Super Resolution for Mobile Devices"

ai-hub-models

The Qualcomm® AI Hub Models are a collection of state-of-the-art machine learning models optimized for performance (latency, memory etc.) and ready to deploy on Qualcomm® devices.

DAEFR

[ICLR 2024] DAEFR: Dual Associated Encoder for Face Restoration

raisr

A Python implementation of RAISR

FMA-Net

[CVPR 2024 Oral] Official repository of FMA-Net

AISP

AI Image SIgnal Processing and Computational Photography - Bokeh Rendering , Reversed ISP Challenge, Model-Based Image Signal Processors via Learnable Dictionaries. Official repo for NTIRE and AIM Challenges

mfqev2.0

Official implementation of "MFQE 2.0: A New Approach for Multi-frame Quality Enhancement on Compressed Video" (TPAMI'19).

DifFace

DifFace: Blind Face Restoration with Diffused Error Contraction (PyTorch)

DiffBIR

Official codes of DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior

ControlNet-v1-1-nightly

Nightly release of ControlNet 1.1

ml-stable-diffusion

Stable Diffusion with Core ML on Apple Silicon

ncnn

ncnn is a high-performance neural network inference framework optimized for the mobile platform

image-quality-assessment-toolbox

Some commonly-used image quality assessment algorithms.

FBCNN

Official Code for ICCV 2021 paper "Towards Flexible Blind JPEG Artifacts Removal (FBCNN)"

gigagan-pytorch

Implementation of GigaGAN, new SOTA GAN out of Adobe. Culmination of nearly a decade of research into GANs

Cold-Diffusion-Models

Official implementation of Cold-Diffusion for different transformations in pytorch.

GPEN

pillow-resize

Porting of Pillow resize method in C++ and OpenCV.

MM-RealSR

Codes for "Metric Learning based Interactive Modulation for Real-World Super-Resolution"