zhaohengyuan1

PAN

(ECCV2020 Workshops) Efficient Image Super-Resolution Using Pixel Attention.

Color2Embed

Color2Embed: Fast Exemplar-Based Image Colorization using Color Embeddings.

SCT

[IJCV2023] Offical implementation of "SCT: A Simple Baseline for Parameter-Efficient Fine-Tuning via Salient Channels"

BasicSR

Basic Super-Resolution Toolbox, including SRResNet, SRGAN, ESRGAN, etc.

EQVI

Winning solution of AIM2020 VTSR Challenge (video interpolation). EQVI-Enhanced Quadratic Video Interpolation.

mmsr

Open MMLab Image and Video Super-Resolution Toolbox, , including SRResNet, SRGAN, ESRGAN, EDVR, etc.

PerceptualSimilarity

Learned Perceptual Image Patch Similarity (LPIPS) metric. In CVPR, 2018.

colorization

Automatic colorization using deep neural networks. "Colorful Image Colorization." In ECCV, 2016.

Grounded-Segment-Anything

Marrying Grounding DINO with Segment Anything & Stable Diffusion & Tag2Text & BLIP & Whisper & ChatBot - Automatically Detect , Segment and Generate Anything with Image, Text, and Audio Inputs

Image2Paragraph

[A toolbox for fun.] Transform Image into Unique Paragraph with ChatGPT, BLIP2, OFA, GRIT, Segment Anything, ControlNet.

ImageSmoothing

Implementation codes of SIGGRAPH Asia 2018 paper "Image Smoothing via Unsupervised Learning"

image2paragraph.github.io

LLaVA1.5

[NeurIPS'23 Oral] Visual Instruction Tuning: LLaVA (Large Language-and-Vision Assistant) built towards GPT-4V level capabilities.

mixture-of-experts

PyTorch Re-Implementation of "The Sparsely-Gated Mixture-of-Experts Layer" by Noam Shazeer et al. https://arxiv.org/abs/1701.06538

RankSRGAN

ICCV 2019 (oral) RankSRGAN: Generative Adversarial Networks with Ranker for Image Super-Resolution. PyTorch implementation

SDNet

ICCVW(2019)A Simple and Robust Deep Convolutional Approach to Blind Image Denoising. Pytorch implementation.

zhaohengyuan1.github.io

This is my homepage which is written by myself. The principle is simple yet effective.