Yuzhi ZHAO (@zhaoyuzhi)
github

zhaoyuzhi

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Top repositories

1

deepfillv2

The PyTorch implementation of ICCV 2019 oral paper: free-form inpainting (deepfillv2), especially Gated Conv
Python
212
star
2

Hierarchical-Regression-Network-for-Spectral-Reconstruction-from-RGB-Images

CVPR NTIRE 2020 Spectral Reconstruction Challenge 1st Place Paper
Jupyter Notebook
61
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3

D2HNet

D2HNet: Joint Denoising and Deblurring with Hierarchical Network for Robust Night Image Restoration. ECCV, 2022
Python
58
star
4

Semantic-Colorization-GAN

SCGAN: Saliency-map Guided Colorization with Generative Adversarial Network. IEEE TCSVT, 2020
Python
51
star
5

Self-Guided-Network-for-Fast-Image-Denoising

The PyTorch implementation of ICCV 2019 paper SGN
Python
40
star
6

Deep-Convolutional-Network-Cascade-for-Facial-Point-Detection

TensorFlow implementation of cascade CNN, trained level-by-level
Python
38
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7

A-New-Convolutional-Neural-Network-Based-Data-Driven-Fault-Diagnosis-Method

TensorFlow implementation of a CNN based mechanical science paper
Python
37
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8

PyTorch-Special-Pre-trained-Models

Special pre-trained VGG-16 / ResNet-50 network on CIE Lab and Grayscale images
Python
30
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9

ChildPredictor

ChildPredictor: A Child Face Prediction Framework with Disentangled Learning. IEEE TMM, 2022
Python
29
star
10

VCGAN

VCGAN: Video Colorization with Hybrid Generative Adversarial Network. IEEE TMM, 2022
Python
23
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11

RAW2RGB-GAN

PyTorch implementation of saliency map-aided GAN for Auto-demosaic+denosing
Python
21
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12

PyTorch-Sobel

Sobel operator-based loss functions and operation
Python
20
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13

PyTorch-Useful-Codes

Some Blocks and Networks implemented by PyTorch
Python
17
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14

PyTorch-MobileNet-v123

Provide implementations and pre-trained models of MobileNet-v1, v2, and v3
Python
15
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15

DeblurGANv2-MobileNetv123-PyTorch

Provide pre-trained MobileNetv123 and MobileNet-DSC FPN models for DeblurGANv2
Python
14
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16

Legacy-Photo-Editing-with-Learned-Noise-Prior

The github page for WACV 2021 paper: Legacy Photo Editing with Learned Noise Prior
Python
12
star
17

Reference-Based-Sketch-Image-Colorization-ImageNet

PyTorch implementation of CVPR 2020 paper (Reference-Based Sketch Image Colorization using Augmented-Self Reference and Dense Semantic Correspondence) and pre-trained model on ImageNet dataset
Python
12
star
18

PyTorch-Domain-Transfer-GAN

The re-implementation of diverse domain transfer methods
Python
7
star
19

Non-Local-Block-PyTorch

Self Attention techniques commonly used in GAN based applications
Python
7
star
20

Infrared-Image-Colorization

A research project on infrared image colorization using PyTorch
Python
6
star
21

PyTorch-MobileNet-v123-InstanceNorm

PyTorch-MobileNet-v123-InstanceNorm with pre-trained models
Python
5
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22

QRNet

source code of QRNet (Joint Image Deblurring and Denoising with Dual-exposure Quad-Bayer Sensors), which is submitted to IEEE Transactions on Image Processing
Python
4
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23

Visualization-GAN-ability

Different GAN codes working on MNIST database
Python
3
star
24

Camera-Demosaic

Some functions for demosaicking camera RAW files including .raw / .NEF format
Python
3
star
25

Learning-Blind-Video-Temporal-Consistency-with-PWCNet

Re-implementation of ECCV'18 paper to smooth videos
Python
3
star
26

DSWN

Implementation of our sRGB denoising method in CVPR 2020 NTIRE Workshop
Python
3
star
27

Animal-Face-Detectors

The face detectors for human, cat, dog using dlib and opencv
Python
3
star
28

KPN-Single-Image

kernel prediction network works for single image denoising
Python
3
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29

Edge-Aware-Multi-Scale-Progressive-Colorization

Python
2
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30

Cross-Attention-GAN-for-Diverse-Colorization

A try for self-attention module for diverse colored results
Python
2
star
31

SVCNet

supplementary material for paper "SVCNet: Scribble-based Video Colorization Network with Temporal Aggregation", under review of IEEE Transactions on Image Processing
Python
2
star
32

SIDD-benchmark

Users can freely try their models on the SIDD dataset based on this code
Python
2
star
33

Auto-Crop-Videos-and-Blur-Modelling

Automatic crop videos and produce static, interpolation, and averaged frames or new videos for making blur dataset
Python
2
star
34

warp-pytorch-pwc

Warping operation using PWC-Net
Python
1
star
35

HSGAN

HSGAN supplementary material for IEEE Transactions on Neural Networks and Learning Systems (TNNLS'21 Submission)
Python
1
star
36

AttGAN

self-implemented AttGAN
Python
1
star
37

Context-Encoder

Modified context encoder PyTorch implementation
Python
1
star
38

MSGAN-Pix2Pix-Colorization

Pix2Pix framework for colorization; MSGAN is utilized to build multiple results
Python
1
star
39

DeblurGANv1

PyTorch implementation of CVPR 2018 paper: DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks
Python
1
star
40

Convolution-DWT-IDWT

implement DWT and IDWT using convolutional layer
Python
1
star