tanishakumbhakar / Landslide_detection_using_Mask_RCNNView external linksLinks
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.
☆12Mar 31, 2021Updated 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:
- 遥感图像滑坡识别☆15Jul 21, 2021Updated 4 years ago
- A Deep Learning Framework for High Precision Recognition and Segmentation of Co-seismic Landslides☆25Aug 30, 2019Updated 6 years ago
- Repository with the code used in the paper Landslide Segmentation with Unet: Evaluating Different Sampling Methods and Patch Sizes☆13Dec 8, 2022Updated 3 years ago
- Semantic-segmentation-methods-for-landslide-detection☆30Mar 7, 2021Updated 4 years ago
- Classification task for predicting landslides based on GIS maps using locally aligned convolutional neural networks. This work is license…☆47Apr 29, 2020Updated 5 years ago
- ☆10Oct 1, 2021Updated 4 years ago
- 利用faster-rcnn目标检测网络实现滑坡的提取☆72Dec 19, 2020Updated 5 years ago
- ☆14Dec 13, 2022Updated 3 years ago
- The implementation of CDMI-Net in Paper - Deep Multiple Instance Learning for Landslide Mapping☆27Sep 15, 2020Updated 5 years ago
- U-Net augmented with dilated convolution and attention module for landslide segmentation☆15Nov 21, 2022Updated 3 years ago
- ● Work on the project “LANDSLIDE FORECASTING SYSTEM” with Dr. Varun Dutt, an Associate Prof of IIT MANDI. ● My task was to implement vari…☆13Sep 17, 2020Updated 5 years ago
- Landslide susceptibility mapping by deep learning and slope unit☆76Feb 4, 2020Updated 6 years ago
- r.landslide is a free and open source add-on to the open source Geographic Information System (GIS) GRASS software for the mapping of lan…☆18Feb 1, 2021Updated 5 years ago
- Landslide Detection from satellite imagery☆20Jun 17, 2022Updated 3 years ago
- ☆46May 10, 2021Updated 4 years ago
- A repository that contains a workflow for performing InSAR timeseries analyses with UAVSAR data. The workflow is primarily used by Forres…☆19Oct 20, 2021Updated 4 years ago
- Landslide Susceptibility Assesment Tool☆20Apr 24, 2021Updated 4 years ago
- This repo is the solution for landslide4Sense challenge.☆56Jul 1, 2022Updated 3 years ago
- Research project on building and evaluating deep learning models for landslides detection on satellite images☆56Jun 27, 2019Updated 6 years ago
- Machine learning tool to detect landslides from optical satellite imagery☆121Dec 8, 2022Updated 3 years ago
- Created to automate the climatological analysis workflows USACE Regulatory Project Managers are required to perform to comply with long-s…☆12Jun 27, 2023Updated 2 years ago
- Data description and baseline code for LandSlide4Sense 2022 competition☆133Jun 21, 2023Updated 2 years ago
- DRIP and SLIP Landslide Detection Package☆69Aug 17, 2023Updated 2 years ago
- ☆35Jul 2, 2024Updated last year
- ☆12Jul 5, 2025Updated 7 months ago
- ☆15Feb 2, 2018Updated 8 years ago
- Mini Long Time-Series InSAR for Sentinel-1 burst☆18Sep 2, 2025Updated 5 months ago
- ☆11Mar 30, 2020Updated 5 years ago
- Predicting 2D Steady State Fluid Flow Fields using Convolutional Neural Networks☆11Oct 3, 2020Updated 5 years ago
- ☆14Aug 12, 2024Updated last year
- A challenge on the mapping of real satellite altimeter sea surface height data organised by MEOM@IGE, Ocean-Next and CLS.☆12Sep 12, 2024Updated last year
- 🐾 EmotionCube: An intelligent companion robot is designed based on expression recognition and intelligent speech.☆15May 27, 2024Updated last year
- Semantic Image Segmentation - Severstal Steel Defect Detection Kaggle☆10Dec 9, 2020Updated 5 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☆10Mar 27, 2021Updated 4 years ago
- Lslide package provides functions for the automated dection of landslides using high-resolution LiDAR DTM data, open-source software, and…☆10Mar 12, 2022Updated 3 years ago
- 3 dimensional surface motion will be calculated from several InSAR velocity fields with one dimensional line of sight (LOS) view angles. …☆15Sep 9, 2023Updated 2 years ago
- High Entropy Alloys (HEAs) are multi-chemical elements alloys with exceptional physical properties. HEAs have sparked the interest in eng…☆11Jan 2, 2022Updated 4 years ago
- A Jupyter Book of data recipes to support the January 2024 NISAR Early Adopters Workshop☆12May 8, 2024Updated last year
- In this repository, I have implemented several state-of-the-art computer vision tasks using Detectron 2.☆11Aug 1, 2021Updated 4 years ago