tanishakumbhakar / Landslide_detection_using_Mask_RCNNLinks
Freely available landslide photographs are collected from distinct sources to create the training dataset. Transfer learning is used for achieving good results with finite training samples. Object detection task is performed on landslide photographs for achieving landslide detection with minimal dataset using a pre-trained Mask R-CNN model.
☆11Updated 4 years ago
Alternatives and similar repositories for Landslide_detection_using_Mask_RCNN
Users that are interested in Landslide_detection_using_Mask_RCNN are comparing it to the libraries listed below
Sorting:
- Repository with the code used in the paper Landslide Segmentation with Unet: Evaluating Different Sampling Methods and Patch Sizes☆13Updated 2 years ago
- Semantic-segmentation-methods-for-landslide-detection☆28Updated 4 years ago
- Landslide susceptibility mapping by deep learning and slope unit☆68Updated 5 years ago
- A Deep Learning Framework for High Precision Recognition and Segmentation of Co-seismic Landslides☆25Updated 5 years ago
- Landslide Susceptibility Prediction and Identification of Most Significant Factors that best describe an area is susceptible to Landslide…☆15Updated 3 years ago
- Landslide susceptibility mapping using Machine Learning - A Danish case study☆47Updated 3 years ago
- ☆18Updated 2 years ago
- Co-seismic landslide detection using ResUnet☆34Updated last year
- Classification task for predicting landslides based on GIS maps using locally aligned convolutional neural networks. This work is license…☆45Updated 5 years ago
- ☆14Updated 2 years ago
- difference images for landslide detection with GEE☆13Updated 3 years ago
- This repo is the solution for landslide4Sense challenge.☆49Updated 3 years ago
- Dynamic landslide susceptibility assessment using InSAR techniques☆27Updated last month
- Machine learning tool to detect landslides from optical satellite imagery☆108Updated 2 years ago
- Research project on building and evaluating deep learning models for landslides detection on satellite images☆54Updated 6 years ago
- Automatic identification of active landslides over wide areas from multi-source InSAR measurements using Faster RCNN☆54Updated last year
- 利用faster-rcnn目标检测网络实现滑坡的提取☆68Updated 4 years ago
- ☆11Updated 3 years ago
- By using the pre-trained models, this method enables quick and simple mapping of landslides at various spatiotemporal scales. The method …☆21Updated 2 years ago
- Landslide Detection from satellite imagery☆18Updated 3 years ago
- Landslide susceptibility mapping based on deep learning methods☆13Updated 8 months ago
- This tool is to develop an easy-to-use tool package called Landslide Susceptibility Mapping Tool Pack (LSM Tool Pack) for producing lands…☆41Updated 2 years ago
- 刘老师团队选拔:深度学习Pytorch框架构建Unet模型识别滑坡☆9Updated 4 years ago
- LaGriSU v 0.2 (Landslide Grid and Slope Units): binary (1,0) samples extraction tool pack for landslides mapping in QGIS☆26Updated 2 years ago
- This repository contains codes and sample data from the journal paper "Rapid Mapping of landslide on SAR data by Attention U-net" by Nava…☆24Updated 2 years ago
- Landslide Susceptibility Assessment Tools - Project Manager Suite☆45Updated 10 months ago
- ☆41Updated 5 years ago
- Interferometric Synthetic Aperture Radar for Soil Moisture☆54Updated last month
- Mini Long Time-Series InSAR for Sentinel-1 burst☆13Updated 2 months ago
- U-Net augmented with dilated convolution and attention module for landslide segmentation☆14Updated 2 years ago