Deep Learning AI

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.