pengsb's repositories
satellite-image-deep-learning
Deep learning with satellite & aerial imagery
albumentations
Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
argo-workflows
Workflow engine for Kubernetes
awesome-attention-mechanism-in-cv
:punch: CV中常用注意力模块
Awesome-Geospatial
Long list of geospatial tools and resources
awesome-metric-learning
😎 A curated list of awesome practical Metric Learning and its applications
awesome-segment-anything
Tracking and collecting papers/projects/others related to Segment Anything.
BasicSR
Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.
ceecnet
source code for the task of semantic change detection (built with mxnet)
Cesium3DTilesConverter
Convert OSGB,Shp,GDAL To Cesium 3DTiles
Change-Detection-Review
A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.
change_detection.pytorch
Deep learning models for change detection of remote sensing images
awesome-semi-supervised-segmentation
An up-to-date & curated list of awesome semi-supervised segmentation papers, methods & resources.
Awesome-Transformer-Attention
An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites
lightly
A python library for self-supervised learning on images.
MST-plus-plus-TensorRT
:poodle: :poodle: :poodle: TensorRT 2022复赛方案： 首个基于Transformer的图像重建模型MST++的TensorRT模型推断优化
PaddleSeg
End-to-end image segmentation kit based on PaddlePaddle.
Person_reID_baseline_pytorch
Pytorch ReID: A tiny, friendly, strong pytorch implement of object re-identification baseline. Tutorial 👉https://github.com/layumi/Person_reID_baseline_pytorch/tree/master/tutorial
PolyWorldPretrainedNetwork
PolyWorld: Polygonal Building Extraction with Graph Neural Networks in Satellite Images
SegLoss
A collection of loss functions for medical image segmentation
Semi-supervised-learning
A Unified Semi-Supervised Learning Codebase (NeurIPS'22)
studyhelper
学习助手
vue_webgis
vue cli3.0 + node.js + webgis demo(openlayers / mapbox / arcgis)