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100_days_mldl

ai-notes

notes for software engineers getting up to speed on new AI developments. Serves as datastore for https://latent.space writing, and product brainstorming, but has cleaned up canonical references under the /Resources folder.

apg-toolbox_data-generator

binary-segmentation-evaluation-tool

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.

bit_cd

Official Pytorch Implementation of "Remote Sensing Image Change Detection with Transformers"

buildseg_qgis

buildseg is a building extraction plugin of QGIS based on ONNX『buildseg是一个基于ONNX的用于建筑提取的QGIS插件』

caravan

A global community dataset for large-sample hydrology

cdlab-more-algorithms

Yet another repository for developing and benchmarking deep learning-based change detection methods.

ceecnet_cd

source code for the task of semantic change detection (built with mxnet)

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.

changedetectiontoolbox

MATLAB Toolbox for Remote Sensing Change Detection

changeformer-cd

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

changeos

ChangeOS - Remote Sensing of Environment

changestar

Change is Everywhere: Single-Temporal Supervised Object Change Detection in Remote Sensing Imagery (ICCV 2021) https://arxiv.org/abs/2108.07002

cnn-explainer

Learning Convolutional Neural Networks with Interactive Visualization.

complete-machine-learning-course-part-1

ddpm-cd

Remote Sensing Change Detection using Denoising Diffusion Probabilistic Models

deeplabv3-plus-pytorch

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

dsifn

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

dsmscn

[MultiTemp 2019] Tensorflow implementation for Change Detection in Multi-temporal VHR Images Based on Deep Siamese Multi-scale Convolutional Neural Networks.

earthmapper_segmentation

Pipeline for the Semantic Segmentation (i.e., classification) of Remote Sensing Imagery

egpnet

This the code of my paper:Edge-Guided Parallel Network for VHR remote sensing Image Change Detection

escnet_cd

ESCNet: End-to-End Superpixel-Enhanced Change Detection Network for Very-High-Resolution Remote Sensing Images

ever

Earth Vision Foundation

explainerdashboard

Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.

exploiting-variational-inequalities-for-generalized-change-detection-on-graphs

This repository contains relevant datasets and Python code to implement the methods and reproduce the results presented in our paper titled: Exploiting variational inequalities for generalized change detection on graphs.

geo-sam

A QGIS plugin tool using Segment Anything Model (SAM) to accelerate segmenting or delineating landforms in geospatial raster images.

graph-based-methods-for-change-detection-in-remote-sensing-images

hrnet-semantic-segmentation

The OCR approach is rephrased as Segmentation Transformer: https://arxiv.org/abs/1909.11065. This is an official implementation of semantic segmentation for HRNet. https://arxiv.org/abs/1908.07919

image_augmentor

Data augmentation tool for images