Yuzhi ZHAO's Projects
HSGAN: Hyperspectral Reconstruction from RGB Images with Generative Adversarial Network. IEEE TNNLS, 2023
A research project on infrared image colorization using PyTorch
PyTorch reimplementation of Interactive Deep Colorization, Siggraph 2017
Reimplement of 'Burst Denoising with Kernel Prediction Networks' and 'Multi-Kernel Prediction Networks for Denoising of Image Burst' by using PyTorch
kernel prediction network works for single image denoising
Re-implementation of ECCV'18 paper to smooth videos
The github page for WACV 2021 paper: Legacy Photo Editing with Learned Noise Prior
data augmentation for ground truth (i.e., sharpen the original GT first, then as real GT at training)
one for all, Optimal generator with No Exception
Pix2Pix framework for colorization; MSGAN is utilized to build multiple results
A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.
Self Attention techniques commonly used in GAN based applications
The algorithm of patch match implemented by python
Learned Perceptual Image Patch Similarity (LPIPS) metric. In CVPR, 2018.
Unofficial pytorch implementation of 'Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization' [Huang+, ICCV2017]
Image-to-image translation in PyTorch (e.g., horse2zebra, edges2cats, and more)
The re-implementation of diverse domain transfer methods
PyTorch implementations of Generative Adversarial Networks
Provide implementations and pre-trained models of MobileNet-v1, v2, and v3
PyTorch-MobileNet-v123-InstanceNorm with pre-trained models
Fast and differentiable MS-SSIM and SSIM for pytorch.
Count the FLOPs of your PyTorch model.
Sobel operator-based loss functions and operation
Special pre-trained VGG-16 / ResNet-50 network on CIE Lab and Grayscale images
Some Blocks and Networks implemented by PyTorch
A Collection of Variational Autoencoders (VAE) in PyTorch.
Pytorch implementation of 2D Discrete Wavelet (DWT) and Dual Tree Complex Wavelet Transforms (DTCWT)
source code of QRNet (Joint Image Deblurring and Denoising with Dual-exposure Quad-Bayer Sensors), which is submitted to IEEE Transactions on Image Processing
PyTorch implementation of saliency map-aided GAN for Auto-demosaic+denosing