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Deep Learning
Deep Learning Framework for Geospatial
- Awesome Semantic Segmentation - A code list of semantic segmentation.
- deep learning object detection - A paper list of object detection using deep learning.
- Awesome Remote Sensing Change Detection - List of datasets, codes, papers, and contests related to remote sensing change detection.
- robosat - Semantic segmentation on aerial and satellite imagery.
- neat-EO - Efficient AI4EO OpenSource framework.
- rastervision - An open source framework for deep learning on satellite and aerial imagery.
- label-maker - Data Preparation for Satellite Machine Learning.
- eo-learn - Earth observation processing framework for machine learning in Python.
- YOLT - You Only Look Twice: Rapid Multi-Scale Object Detection In Satellite Imagery.
- Solaris - CosmiQ Works Geospatial Machine Learning Analysis Toolkit.
Deep Learning Datasets
- awesome-satellite-imagery-datasets - List of satellite imagery datasets with annotations for computer vision and deep learning.
- awesome-remote-sensing-change-detection - List of datasets, codes, researchers and contests related to remote sensing change detection.
