Deliverables

Presentation slides & decks

Academic review decks covering the project proposal, mid-semester progress updates, and final stream-specific technical deep-dives.

Assessment decks

Background, literature, research gap, objectives, and proposed methodology.

Initial service implementation, model prototypes, and integration plan.

Integrated workflows, evaluation updates, and near-final demonstration.

Complete system, deployment, evaluation, and contribution defense.

Sensor pipeline, Random Forest model, valve control, and water release logic.

Vegetation validation, zone health, and MobileNetV2 disease classification.

Forecast horizons, risk bands, analytics routes, and alert generation.

Fuzzy-TOPSIS, yield and price inference, PuLP area allocation, and Plan B.