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郭宗辉's Projects

cutout icon cutout

2.56%, 15.20%, 1.30% on CIFAR10, CIFAR100, and SVHN https://arxiv.org/abs/1708.04552

dlpack icon dlpack

common in-memory tensor structure

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

face-xray icon face-xray

The author's unofficial PyTorch re-implementation of Face Xray

image_harmonization_datasets icon image_harmonization_datasets

Benchmark datasets and code used in our paper "DoveNet: Deep Image Harmonization via Domain Verification", CVPR2020. Useful for Image harmonization, image composition/compositing, etc.

imageprocessing100wen icon imageprocessing100wen

「画像処理100本ノック」中文版本!为图像处理初学者设计的 100 个问题。

jsencrypt icon jsencrypt

A zero-dependency Javascript library to perform OpenSSL RSA Encryption, Decryption, and Key Generation.

mae icon mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

slic_superpixels icon slic_superpixels

SLIC Superpixels* implementation was my final computer vision project. Superpixels are instrumental in segmentation. This implementation is a proof of concept as taken from SLICsuperpixels paper mentioned in README.

tensorboardx icon tensorboardx

tensorboard for pytorch (and chainer, mxnet, numpy, ...)

vit-pytorch icon vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

wb_srgb icon wb_srgb

White balance camera-rendered sRGB images (CVPR 2019) [Matlab & Python]

xcurve icon xcurve

XCurve is an end-to-end PyTorch library for X-Curve metrics optimizations in machine learning.

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