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Fern's Projects

cbir icon cbir

Large-scale image retrival by deep learning(基于深度学习的大规模图像检索)

contrastiveseg icon contrastiveseg

ICCV2021 (Oral) - Exploring Cross-Image Pixel Contrast for Semantic Segmentation

dmphn-cvpr19-master icon dmphn-cvpr19-master

Pytorch Implementation of CVPR19 "Deep Stacked Multi-patch Hierarchical Network for Image Deblurring"

dncnn-pytorch icon dncnn-pytorch

PyTorch implementation of the TIP2017 paper "Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising"

ebook-1 icon ebook-1

A collection of classic computer science books from Internet

fast-image-retrieval icon fast-image-retrieval

A lightweight framework using binary hash codes and deep learning for fast image retrieval.

image-retrieval icon image-retrieval

Image retrieval program made in Tensorflow supporting VGG16, VGG19, InceptionV3 and InceptionV4 pretrained networks and own trained Convolutional autoencoder.

lodepng icon lodepng

PNG encoder and decoder in C and C++.

pytorch-unet icon pytorch-unet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

restormer icon restormer

[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.

twostagehdr_ntire21 icon twostagehdr_ntire21

This is the official implementation of Two-stage LDR to HDR Image Reconstruction from CVPRW21. This repo also hosts the LDR52 dataset, which has introduces in the paper.

wavelet-denoising icon wavelet-denoising

A script to use the PyWavelet library to perform denoising on a signal using a multi-level signal decomposition using a discrete wavelet transform.

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