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aitlas

AiTLAS implements state-of-the-art AI methods for exploratory and predictive analysis of satellite images.

attention-is-all-you-need-pytorch

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

awesome-semantic-understanding-for-aerial-scene

A curated list of awesome resources for semantic understanding of aerial scene

da-u-net

U-Net augmented with dilated convolution and attention module for landslide segmentation

data_sharing

Repo for data sharing. Open Science!

deeplabv3-plus-pytorch

这是一个deeplabv3-plus-pytorch的源码，可以用于训练自己的模型。

detrex

detrex is a research platform for Transformer-based Object Detection algorithms including DETR (ECCV 2020), Deformable-DETR (ICLR 2021), Conditional-DETR (ICCV 2021), DAB-DETR (ICLR 2022), DN-DETR (CVPR 2022), DINO (arXiv 2022), H-DETR (arXiv 2022), etc.

dfpenet

A Deep Learning Framework for High Precision Recognition and Segmentation of Co-seismic Landslides

dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

faster-rcnn-pytorch

这是一个faster-rcnn的pytorch实现的库，可以利用voc数据集格式的数据进行训练。

first_place_solution

geeker-admin

✨✨✨ Geeker Admin，基于 Vue3.4、TypeScript、Vite5、Pinia、Element-Plus 开源的一套后台管理框架。

geoview

landslide_detection_faster-rcnn

利用faster-rcnn目标检测网络实现滑坡的提取

landslideprediction

Classification task for predicting landslides based on GIS maps using locally aligned convolutional neural networks. This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 3.0 License.

lpn

Pytorch implementation of Each Part Matters: Local Patterns Facilitate Cross-view Geo-localization https://arxiv.org/abs/2008.11646

meta_lsm

Landslide Susceptibility Mapping by a Meta-learning Way

mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

nowcasting-nets

opticks

Open source remote sensing analysis tool

ossim

Core OSSIM (Open Source Software Image Map) package including C++ code for OSSIM library, command-line applications, tests, and build system

paddleclas

A treasure chest for visual classification and recognition powered by PaddlePaddle

paddlers

Awesome Remote Sensing Toolkit based on PaddlePaddle.

paddlevit

:robot: PaddleViT: State-of-the-art Visual Transformer and MLP Models for PaddlePaddle 2.0+

pynmea2

Python library for parsing the NMEA 0183 protocol (GPS)

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

rail-detection

Rail-DB and Rail-Net

railroad-dataset

remote-sensing-rvsa

The official repo for [TGRS'22] "Advancing Plain Vision Transformer Towards Remote Sensing Foundation Model"

rtklib