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No. 1157Problem statementSpace and research

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

Source

Source summary

Develop a cloud AI/ML model extracting buildings, roads and water bodies from SVAMITVA drone orthophotos. Classify roofs as RCC, tiled, tin or other, supporting uses such as solar or property-tax assessment. Use labelled data from ten villages for training/validation, separately test performance and optimise speed/resources. The source sets a 95% identification-accuracy target, not an achieved result. Prepare integration into the ministry’s existing systems, with architecture, training, deployment and evaluation documentation.