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a-deeply-supervised-image-fusion-network-for-change-detection-in-remote-sensing-images

Official implement of Paper：A deeply supervised image fusion network for change detection in high resolution bi-temporal remote sening images

awesome-data-augmentation

This is a list of awesome methods about data augmentation.

awesome-deep-learning-of-remote-sensing

Awesome Deep Learning of Remote Sensing

awesome-remote-sensing-change-detection

List of datasets, codes, and contests related to remote sensing change detection

awesome-super-resolution

Collect super-resolution related papers, data, repositories

awesome-weak-shot-learning

contrastiveseg

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

cvpr2021-papers-with-code

CVPR 2021 论文和开源项目合集

data-science-competition

该仓库用于记录和定期提供各大数据科学竞赛的赛事消息和原创baseline，思路分享以及博主的一些竞赛心得和学习资料等. 主要涵盖：kaggle, 阿里天池，华为云大赛校园赛，百度aistudio，和鲸社区，datafountain等

dcvavhroptical

Deep Change Vector Analysis

deeplearning

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

defian

codes for DeFiAN (TIP2021)

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

icnet-paddlepaddle

使用ICNet模型对航拍图片(遥感图像)进行图像分割

machinelearning

Machine learning resources，including algorithm, paper, dataset, example and so on.

openseg.pytorch

The official Pytorch implementation of OCNet series and SegFix.

oucml

pyramid-attention-networks

PyTorch code for our paper "Pyramid Attention Networks for Image Restoration" with new SOTA results on multiple image restoration tasks

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

pytorch-lapsrn

Pytorch implementation for LapSRN (CVPR2017)

remote_sensing_change_detection

an unoffice reimpliment for main remote sensing change detection network. including CDNet FC-EF FC-EF-conc FC-EF-diff FC-EF-Res FCN-PP UNet_ASPP UNet++ and some work of main

satellite-segmentation

segmentation_models.pytorch

Segmentation models with pretrained backbones. PyTorch.

semantic-segmentation-of-remote-sensing-images

遥感图像的语义分割，基于深度学习，在Tensorflow框架下，利用TF.Keras，运行环境TF2.0+

semantic-segmentation-pytorch

Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset

skills

个人的技能树仓库，主要包含个人机器学习以及深度学习的笔记

tf.keras-commonly-used-models

基于Tensorflow的常用模型，包括分类分割、新型激活、卷积模块，可在Tensorflow2.X下运行。

tlsr

codes for TLSR (arXiv2021)