Anthony Ortiz

1. TorchGeo: Deep Learning With Geospatial Data
   2021/11/17 by Adam J. Stewart, Stewart, Adam J., Caleb Robinson +9 · 14 citations
   Engineering · Computer Science · Environmental Science · #Remote-Sensing Image Classification #Geochemistry and Geologic Mapping #Remote Sensing in Agriculture
2. A Change Detection Reality Check
   2024/02/10 by Isaac Corley, Corley, Isaac, Caleb Robinson +3 · 3 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering Techniques and Practices
3. An Empirical Study of Batch Normalization and Group Normalization in Conditional Computation
   2019/07/31 by Vincent Michalski, Michalski, Vincent, Vikram Voleti +12 · 1 citation
   Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Multimodal Machine Learning Applications
4. Fast building segmentation from satellite imagery and few local labels
   2022/06/10 by Caleb Robinson, Robinson, Caleb, Anthony Ortiz +13 · 1 citation
   Engineering · Environmental Science · #Automated Road and Building Extraction #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Land Use and Ecosystem Services #Machine Learning (cs.LG) #Remote-Sensing Image Classification
5. FLAVARS: A Multimodal Foundational Language and Vision Alignment Model for Remote Sensing
   2025/01/14 by Isaac Corley, Corley, Isaac, Simone Fobi Nsutezo +11 · 1 citation
   Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geographic Information Systems Studies #Machine Learning (cs.LG)