amanbasu / wildfire-detection
Using Vision Transformers for enhanced wildfire detection in satellite images
☆21Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for wildfire-detection
- The semantic segmentation of remote sensing images☆13Updated 2 years ago
- SegEval is a Python library that provides tools for evaluating semantic segmentation models☆11Updated last year
- [Remote Sensing] A Swin Transformer-based Encoding Booster Integrated in U-shaped Network☆13Updated 2 years ago
- ☆12Updated last year
- Reference implementation of SegForestNet☆20Updated this week
- Pytorch implementation of the Double-Step Framework to perform wildfires severity estimation from Sentinel-2 satellite images☆14Updated last year
- A simple script to create geo-tagged image chips from high-resolution RS images for training deep learning models such as U-net.☆14Updated 3 years ago
- ☆15Updated 2 months ago
- CD algorithms available in cloudSEN12☆19Updated 2 years ago
- Object Detection for Remote Sensing Images;Officail Repo for the EarthNets Platform. https://arxiv.org/pdf/2210.04936.pdf☆13Updated last year
- 2020 Gaofen Challenge data, baselines, and metrics☆10Updated 3 years ago
- Automatically detect solar panels on satellite imagery.☆16Updated 4 years ago
- Dual Stream U-Net architecture for urban change detection using Sentinel-1 and Sentinel-2 data fusion.☆57Updated last year
- NASA SEES (2021): CNN Mosquito Detection Research☆12Updated 2 years ago
- ☆29Updated 2 years ago
- Official code for 🔥 Unsupervised Wildfire Change Detection based on Contrastive Learning 🔥☆19Updated last year
- This repository contains code for experiments using the winning mode for xView2 "xView2: Assess Building Damage" challenge and a simple …☆22Updated last year
- Slums detection through VHR and MR imagery☆11Updated 5 months ago
- Centroid-UNet is deep neural network model to detect centroids from satellite images.☆30Updated 2 years ago
- Project directory for self-supervised training of multi-spectral optical and SAR vision transformers!☆65Updated 2 years ago
- The implementations of "Unsupervised Domain Adaptation for Remote Sensing Semantic Segmentation with Transformer"☆30Updated last year
- ☆35Updated 8 months ago
- Open-source codes and annotated datasets in CVEO recent work "Object-based Classification Framework of Remote Sensing Images with Graph C…☆37Updated 2 years ago
- Using Deep Learning To Identify And Classify Building Damage☆13Updated 2 months ago
- Code and experiments for the paper, "A Change Detection Reality Check", Corley et al.☆43Updated 3 months ago
- The SpaceNet 7 Baseline Algorithm☆14Updated 2 years ago
- Manually Annotated High Resolution Satellite Image Dataset of Mumbai for Semantic Segmentation☆11Updated last year
- Here are the codes for the "WetMapFormer: A unified deep CNN and vision transformer for complex wetland mapping" paper.☆18Updated last year
- Towards Accurate and Reliable Change Detection of Remote Sensing Images via Knowledge Review and Online Uncertainty Estimation (Under Rev…☆14Updated 11 months ago
- Here are the codes for the "Swin Transformer and Deep Convolutional Neural Networks for Coastal Wetland Classification using Sentinel-1, …☆14Updated 2 years ago