From 69a387fb1c7cecaafa95f9bc73f61db9ad01cc52 Mon Sep 17 00:00:00 2001 From: Robin Cole Date: Wed, 5 Jun 2024 05:43:45 +0100 Subject: [PATCH] Update README.md --- README.md | 12 ++++++++++++ 1 file changed, 12 insertions(+) diff --git a/README.md b/README.md index 025f6744..2e324996 100644 --- a/README.md +++ b/README.md @@ -255,6 +255,8 @@ Classification is a fundamental task in remote sensing data analysis, where the - [EGNNA_WND](https://github.com/stevinc/EGNNA_WND) -> Estimating the presence of the West Nile Disease employing Graph Neural network +- [cyfi](https://github.com/drivendataorg/cyfi) -> Estimate cyanobacteria density based on Sentinel-2 satellite imagery + # ## Segmentation @@ -908,6 +910,8 @@ Extracting roads is challenging due to the occlusions caused by other objects an - [IBS-AQSNet](https://github.com/zhilyzhang/IBS-AQSNet) -> Enhanced Automated Quality Assessment Network for Interactive Building Segmentation in High-Resolution Remote Sensing Imagery +- [DeepMAO](https://github.com/Sumanth181099/DeepMAO) -> Deep Multi-scale Aware Overcomplete Network for Building Segmentation in Satellite Imagery + ### Segmentation - Solar panels - [Deep-Learning-for-Solar-Panel-Recognition](https://github.com/saizk/Deep-Learning-for-Solar-Panel-Recognition) -> using both object detection with Yolov5 and Unet segmentation @@ -1553,6 +1557,8 @@ Detecting the most noticeable or important object in a scene - [PCAN](https://www.mdpi.com/2072-4292/13/7/1243) -> Part-Based Context Attention Network for Thermal Power Plant Detection in Remote Sensing Imagery, with [dataset](https://github.com/wenxinYin/AIR-TPPDD) +- [WindTurbineDetection](https://github.com/nvriese1/WindTurbineDetection) -> Implementation of transfer learning approach using the YOLOv7 framework to detect and rapidly quantify wind turbines in raw LANDSAT and NAIP satellite imagery + ### Object detection - Oil storage tank detection Oil is stored in tanks at many points between extraction and sale, and the volume of oil in storage is an important economic indicator. @@ -1703,6 +1709,8 @@ A variety of techniques can be used to count animals, including object detection - [DOTA-C](https://github.com/hehaodong530/DOTA-C) -> evaluating the robustness of object detection models to 19 types of image quality degradation +- [Satellite-Remote-Sensing-Image-Object-Detection](https://github.com/ypw-lbj/Satellite-Remote-Sensing-Image-Object-Detection) -> using RefineDet & DOTA dataset + ## Object counting When the object count, but not its shape is required, U-net can be used to treat this as an image-to-image translation problem. @@ -2257,6 +2265,8 @@ The analysis of time series observations in remote sensing data has numerous app - [Rapid Wildfire Hotspot Detection Using Self-Supervised Learning on Temporal Remote Sensing Data](https://github.com/links-ads/igarss-multi-temporal-hotspot-detection) +- [stenn-pytorch](https://github.com/ThinkPak/STENN) -> A Spatio-temporal Encoding Neural Network for Semantic Segmentation of Satellite Image Time Series + # ## Crop classification @@ -3340,6 +3350,8 @@ Supervised deep learning techniques typically require a huge number of annotated - [whales](https://github.com/microsoft/whales) -> An active learning pipeline for identifying whales in high-resolution satellite imagery, by Microsoft +- [AL4EO](https://github.com/Romain3Ch216/AL4EO) -> a QGIS plug-in to run Active Learning techniques on Earth observation data + # ## Federated learning