landslides_detection

Landslide detector

Tool to detect landslides from satellite imagery using machine learning and image analysis

Machine learning tool to detect landslides from optical satellite imagery

GitHub

94 stars
6 watching
31 forks
Language: Python
last commit: about 2 years ago
Linked from 1 awesome list

geomaticsgoogle-earth-engineimage-segmentationk-meanslandslides-detectionmerging-algorithmsobiaobject-based-image-analysisoptical-satellite-imageryrandom-forestrsgislib

Backlinks from these awesome lists:

Related projects:

Repository Description Stars
nasa-develop/drip-slip Automated landslide detection and extreme precipitation monitoring system using satellite imagery 66
marine-debris/marine-debris.github.io A tool for extracting spectral signatures and training deep learning models to detect marine debris from satellite images. 46
harishrithish7/fall-detection Automates detection of human falls from CCTV camera feeds and sends alerts to hospital authorities. 177
microsoft/roaddetections Automating road detection from aerial imagery using deep learning techniques. 541
hsg-aiml/industrialsmokeplumedetection Detects industrial smoke plumes from satellite images using machine learning models and remote sensing data. 40
rulixiang/changedetectionpcakmeans This MATLAB implementation detects changes in various types of land cover in satellite images using PCA and k-Means clustering 77
satish1901/methane-detection-from-hyperspectral-imagery Methods for detecting methane in hyperspectral imagery using deep learning algorithms. 57
nasa-impact/marine_debris_ml A deep learning model to detect floating marine debris in satellite imagery using commercial small satellite data 81
msracver/flow-guided-feature-aggregation An implementation of an end-to-end learning framework for video object detection using feature aggregation along motion paths 724
geometalab/osmdeepod Automated object detection from aerial imagery using OpenStreetMap data and deep learning. 192
gersl/fmask Automated cloud, shadow, and water masking software for satellite images 172
masaiahhan/correlationqa An investigation into the relationship between misleading images and hallucinations in large language models 8
martibosch/detectree A Pythonic library for semantic tree segmentation from aerial imagery 243
vmarsocci/3dcd Automatically inferring 2D and 3D change detection maps from bitemporal optical images without relying on DSMs. 29
digitalglobe/mltools Tools for building machine learning solutions on satellite imagery 81