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Fast image augmentation library and easy to use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about library: https://www.mdpi.com/2078-2489/11/2/125
An example attention network with simple dataset.
Fast and Accurate ML in 3 Lines of Code
Avalanche: an End-to-End Library for Continual Learning based on PyTorch.
A comprehensive list of awesome contrastive self-supervised learning papers.
A curated list of Google Earth Engine resources
Awesome Incremental Learning
List of datasets, codes, and contests related to remote sensing change detection
This repository is for the first comprehensive survey on Meta AI's Segment Anything Model (SAM).
A curated list of awesome self-supervised methods
A summary of recent semi-supervised semantic segmentation methods
A PyTorch implementation of widely-used bicubic interpolation, which is fully compatible with MATLAB.
This repo is developed for evaluating binary image segmentation results. Measures, such as MAE, Precision, Recall, F-measure, PR curves and F-measure curves are included.
A partial Implementation of paper by, Chu He, Bo Shi, "The algorithm of building area extraction based on boundary prior and conditional random field for SAR image"
This repository is for releasing a dataset for high-resolution satellite imagery
Change Detection project - the more experimental build version. Trying out Active Learning in with deep CNNs for Change detection on remote sensing data.
Change is Everywhere: Single-Temporal Supervised Object Change Detection in Remote Sensing Imagery (ICCV 2021) https://arxiv.org/abs/2108.07002
Use ChatGPT for academic writing
This repository contains the reference implementation for our proposed Convolutional CRFs.
A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.
D-LinkNet: LinkNet with Pretrained Encoder and Dilated Convolution for High Resolution Satellite Imagery Road Extraction
Content-Aware Unsupervised Deep Homography Estimation
Implementation of Deformable Attention in Pytorch from the paper "Vision Transformer with Deformable Attention"
the implementation of the paper"Building Change Detection for Remote Sensing Images Using a Dual Task Constrained Deep Siamese Convolutional Network Model "
The project aims to contribute to geoscience community
Official Implementation of 'Fast AutoAugment' in PyTorch.
Fast Segment Anything
This is a reporitory for releasing a novel DA method for high-resolution remote sensing image!
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.