Development and Optimization of Al model for Feature identification/ Extraction from drone orthophotos

Background 1. The hon’ble prime minister launched the svamitva scheme on the national panchayati raj day, 24th april 2020 with a resolve to enable the economic progress of rural india by providing “record of rights” to every rural household owner. The scheme aims to demarcate inhabited (abadi) land in rural areas through the latest surveying dron...

DEPTH SELECTION FOR DEEP RELU NETS IN FEATURE EXTRACTION AND GENERALIZATION

Deep learning is recognized to be capable of discovering deep features for representation learning and pattern recognition without requiring elegant feature engineering techniques by taking advantage of human ingenuity and prior knowledge. Thus it has triggered enormous research activities in machine learning and pattern recognition. One of the mos...