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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

a-domain-adaption-neural-network-for-change-detection-with-heterogeneous-optical-and-sar-remote-sens

ai4rs

This repository includes codes on AI for Remote Sensing

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

awesome-remote-sensing-change-detection

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

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

bi-srnet

changeformer

Official PyTorch implementation of our IGARSS'22 paper: A Transformer-Based Siamese Network for Change Detection

customizedlinear

This is an extended torch.nn.Linear module which mask connection.

dan

Code release of "Learning Transferable Features with Deep Adaptation Networks" (ICML 2015)

dann_py3

python 3 pytorch implementation of DANN

deep-q-learning

Minimal Deep Q Learning (DQN & DDQN) implementations in Keras

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

exploring-maximum-mean-discrepancy-based-descriptive-neural-image-style-transfer-using-pytorch

heterogeneous_cd

This repository contains the software developed for the project of Heterogeneous Change Detection in Remote Sensing Images.

keras-applications

Reference implementations of popular deep learning models.

keras-transformer

Transformer implemented in Keras

label-maker

Data Preparation for Satellite Machine Learning

neural-decision-forests

An implementation of the Deep Neural Decision Forests in PyTorch

neural-structured-learning

Training neural models with structured signals.

ohsome2label

plantdoc-dataset

Dataset used in "PlantDoc: A Dataset for Visual Plant Disease Detection" accepted in CODS-COMAD 2020

plantvillage-dataset

Dataset of diseased plant leaf images and corresponding labels

pytorch-inpainting-with-partial-conv

Unofficial pytorch implementation of 'Image Inpainting for Irregular Holes Using Partial Convolutions' [Liu+, ECCV2018]

pytorch-segmentation

:art: Semantic segmentation models, datasets and losses implemented in PyTorch.

randomforest

随机森林，Random Forest（RF）

rn

Region Normalization for Image Inpainting, accepted by AAAI-2020

segformer-pytorch

Implementation of Segformer, Attention + MLP neural network for segmentation, in Pytorch

tpn-pytorch

Pytorch Code for ICLR19 paper: Learning to Propagate Labels: Transductive Propagation Network for Few-shot Learning.

transdepth

Code for Transformers Solve Limited Receptive Field for Monocular Depth Prediction