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Update README.md
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robmarkcole committed Jan 27, 2024
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Expand Up @@ -340,6 +340,9 @@ Image segmentation is a crucial step in image analysis and computer vision, with

2.1.39. [GLNet](https://github.com/VITA-Group/GLNet) -> code for 2019 paper: Collaborative Global-Local Networks for Memory-Efficient Segmentation of Ultra-High Resolution Images

2.1.40. [LoveNAS](https://github.com/Junjue-Wang/LoveNAS) -> code for 2024 paper: LoveNAS: Towards Multi-Scene Land-Cover Mapping via Hierarchical Searching Adaptive Network


### 2.2. Segmentation - Vegetation, deforestation, crops & crop boundaries

Note that deforestation detection may be treated as a segmentation task or a change detection task
Expand Down Expand Up @@ -602,6 +605,8 @@ Note that deforestation detection may be treated as a segmentation task or a cha

2.7.11. [MineSegSAT](https://github.com/macdonaldezra/MineSegSAT) -> code for paper: An automated system to evaluate mining disturbed area extents from Sentinel-2 imagery

2.7.12. [STARCOP: Semantic Segmentation of Methane Plumes with Hyperspectral Machine Learning models](https://github.com/spaceml-org/STARCOP)


### 2.8. Segmentation - Roads & sidewalks
Extracting roads is challenging due to the occlusions caused by other objects and the complex traffic environment
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6.7. [Tropical Cyclone Wind Estimation Competition](https://mlhub.earth/10.34911/rdnt.xs53up) -> on RadiantEarth MLHub

6.8. [DengueNet](https://github.com/mimikuo365/DengueNet-IJCAI) -> code for paper: DengueNet: Dengue Prediction using Spatiotemporal Satellite Imagery for Resource-Limited Countries

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## 7. Cloud detection & removal

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11.16. [Yield-Prediction-DNN](https://github.com/saeedkhaki92/Yield-Prediction-DNN) -> code for paper: Crop Yield Prediction Using Deep Neural Networks

11.17. [MMST-ViT](https://github.com/fudong03/MMST-ViT) -> PyTorch Implementation of MMST-ViT: Climate Change-aware Crop Yield Prediction via Multi-Modal Spatial-Temporal Vision Transformer. This paper utilizes the Tiny CropNet dataset

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## 12. Wealth and economic activity

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38.2. [Remote-Sensing-ChatGPT](https://github.com/HaonanGuo/Remote-Sensing-ChatGPT) -> an open source tool for solving remote sensing tasks with ChatGPT in an interactive way.

38.3. [ChangeCLIP](https://github.com/dyzy41/ChangeCLIP) -> 2024 paper: ChangeCLIP: Remote sensing change detection with multimodal vision-language representation learning

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