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cs.CV2023
SICKLE: A Multi-Sensor Satellite Imagery Dataset Annotated with Multiple Key Cropping Parameters
Depanshu Sani, Sandeep Mahato, Sourabh Saini +5
The availability of well-curated datasets has driven the success of Machine Learning (ML) models. Despite greater access to earth observation data in agriculture, there is a scarci…
cs.CV2022
High-Resolution Satellite Imagery for Modeling the Impact of Aridification on Crop Production
Depanshu Sani, Sandeep Mahato, Parichya Sirohi +5
The availability of well-curated datasets has driven the success of Machine Learning (ML) models. Despite the increased access to earth observation data for agriculture, there is a…
cs.CV2022
Crop Type Identification for Smallholding Farms: Analyzing Spatial, Temporal and Spectral Resolutions in Satellite Imagery
Depanshu Sani, Sandeep Mahato, Parichya Sirohi +4
The integration of the modern Machine Learning (ML) models into remote sensing and agriculture has expanded the scope of the application of satellite images in the agriculture doma…