Deep Transfer Learning on Satellite Imagery Improves Air Quality Estimates in Developing Nations.
Nishant YadavMeytar Sorek-HamerMichael Von PohleAta Akbari AsanjanAdwait SahasrabhojaneeEsra SuelRaphael ArkuViolet LingenfelterMichael BrauerMajid EzzatiNikunj C. OzaAuroop R. GangulyPublished in: CoRR (2022)
Keyphrases
- transfer learning
- satellite imagery
- air quality
- urban areas
- change detection
- satellite images
- remote sensing
- reinforcement learning
- cross domain
- text classification
- active learning
- aerial images
- labeled data
- transfer knowledge
- semi supervised learning
- collaborative filtering
- travel time
- machine learning
- multispectral
- machine learning algorithms
- text mining
- remote sensing images
- learning algorithm
- geographic information systems
- environmental monitoring
- data management
- hyperspectral
- high resolution
- land cover
- computer vision