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Chengxu Liu's Projects

4dlut icon 4dlut

[TIP'23] 4D LUT: Learnable Context-Aware 4D Lookup Table for Image Enhancement

acm-mm-2019-aco icon acm-mm-2019-aco

Data Priming Network for Automatic Check-Out. This repository implements DPNet (Data Priming Network for Automatic Check-Out) using PyTorch 1.0.1 . This implementation is heavily influenced by the project maskrcnn-benchmark.

basicsr icon basicsr

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, etc. Also support StyleGAN2, DFDNet.

dain icon dain

Depth-Aware Video Frame Interpolation (CVPR 2019)

ddrnet icon ddrnet

[AAAI2024] Decoupling Degradations with Recurrent Network for Video Restoration in Under-Display Camera.

deep-learning-from-scratch icon deep-learning-from-scratch

深度学习入门-基于Python的理论与实现》,包含源代码和高清PDF(带书签);慕课网imooc《深度学习之神经网络(CNN-RNN-GAN)算法原理-实战》

deeplearning icon deeplearning

深度学习入门教程, 优秀文章, Deep Learning Tutorial

edvr icon edvr

Winning Solution in NTIRE19 Challenges on Video Restoration and Enhancement (CVPR19 Workshops) - Video Restoration with Enhanced Deformable Convolutional Networks. EDVR has been merged into BasicSR and this repo is a mirror of BasicSR.

fsi icon fsi

[ICCV'23] FSI: Frequency and Spatial Interactive Learning for Image Restoration in Under-Display Cameras

keras-gan icon keras-gan

Keras implementations of Generative Adversarial Networks.

leetcode-go icon leetcode-go

✅ Solutions to LeetCode by Go, 100% test coverage, runtime beats 100% / LeetCode 题解

py-faster-rcnn icon py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-gan icon pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

rcan icon rcan

PyTorch code for our ECCV 2018 paper "Image Super-Resolution Using Very Deep Residual Channel Attention Networks"

refvsr icon refvsr

[CVPR 2022] Official PyTorch Implementation for "Reference-based Video Super-Resolution Using Multi-Camera Video Triplets"

transformers icon transformers

🤗 Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.

ttsr icon ttsr

[CVPR'20] TTSR: Learning Texture Transformer Network for Image Super-Resolution

ttvfi icon ttvfi

[TIP'23] Learning Trajectory-Aware Transformer for Video Frame Interpolation

vision icon vision

Datasets, Transforms and Models specific to Computer Vision

xvfi icon xvfi

Official repository of XVFI (ICCV 2021, Oral)

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