Active Crop
Talong
Stage: Ripening
Planted Mar 16, 2026 · Day 78Harvest ETA Jun 09, 2026
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Spade AgriOS
Autonomous Agronomy
Computer vision, artificial intelligence, and autonomous pumps converge so each plant is inspected, diagnosed, and treated without waiting on manual patrols.
Gemini Vision
Tomato Canopy
IoT Relay
North NodeActive Crop
Stage: Ripening
Planted Mar 16, 2026 · Day 78Suitability verdict
RiskyCultivating cucumber in Kapatagan, Lanao del Norte during May presents significant challenges. The current temperature of 31.87°C is at the higher end of cucumber's optimal growth range, potentially causing heat stress, reduced fruit set, and decreased yield. May typically marks the onset of the wet season in Mindanao, bringing increasing rainfall and high humidity. While current conditions show light rain, the likelihood of heavier, more frequent downpours and persistent high humidity during the month significantly increases the risk of fungal diseases like downy mildew and powdery mildew, as well as bacterial blights, which can severely impact plant health and productivity. Excessive moisture can also lead to flower abortion and poor pollination.
Read moreLive health index
Autonomous care window synced to the latest telemetry.
Status Pulse
Metrics refresh whenever n8n stores a new row in agricultural_logs.
Latest field insight
Command: SLEEP • Fluid: None
Captured May 19, 2026 | 4:37 AM · 14d ago View logbookPrecision Diagnostics
AI-driven visual analysis to instantly identify and address crop health anomalies.
IoT Spine
Real hardware driving nutrient, pesticide, and misting.
Canopy Health
Visual spot checks ensure continuous crop health and growth tracking.
ESP32-CAM, soil sensors, dual relays, diaphragm pump, LM2596 regulator, solar + 12V lead-acid battery bank.
Receives webhook payloads, orchestrates Gemini vision prompts, enforces logic gates, and issues actuator commands.
Vision models diagnose leaf images and respond with JSON containing disease label, confidence, and treatment_needed flag.
Hostinger-managed database storing agricultural_logs for traceability, reporting, and dashboard analytics.
Push notifications to Android devices plus service worker fallback via OneSignalSDKWorker.js.
Material Dashboard UI that visualizes telemetry, acknowledges alerts, and issues manual overrides.
ESP32-CAM wakes on schedule, captures the target canopy, and posts multipart data to the n8n webhook.
n8n uploads imagery to Gemini with structured prompt, returning JSON with diagnosis, confidence, and treatment flag.
Logic node evaluates treatment_needed plus rain, battery, and soil thresholds before issuing the `ai_command`.
Bridge responds to the field unit with command payloads ({"command":"PESTICIDE","duration":5}). Relays drive the pump.
Simultaneous OneSignal REST call posts alerts to all subscribed Android devices, even if the app is closed.
Every decision writes to `agricultural_logs` for traceability, dashboards, and future ML fine-tuning.
Lifecycle Planner
91.8% of schedule · Ripening
Crop Suitability
Cultivating cucumber in Kapatagan, Lanao del Norte during May presents significant challenges. The current temperature of 31.87°C is at the higher end of cucumber's optimal growth range, potentially causing heat stress, reduced fruit set, and decreased yield. May typically marks the onset of the wet season in Mindanao, bringing increasing rainfall and high humidity. While current conditions show light rain, the likelihood of heavier, more frequent downpours and persistent high humidity during the month significantly increases the risk of fungal diseases like downy mildew and powdery mildew, as well as bacterial blights, which can severely impact plant health and productivity. Excessive moisture can also lead to flower abortion and poor pollination.
Read more| Plant | Diagnosis | Command | Fluid / Dose | Temp / Hum | Captured |
|---|---|---|---|---|---|
| Talong | N/A | SLEEP | None | N/A | 30.00°C / 60.00% | May 19, 2026 | 4:37 AM |
| Talong | N/A | SLEEP | None | N/A | 30.00°C / 60.00% | May 19, 2026 | 4:36 AM |
| Talong | N/A | WATER | Water | 30s | 27.00°C / 52.70% | Apr 29, 2026 | 6:38 AM |
| Talong | N/A | SLEEP | None | N/A | 27.00°C / 51.70% | Apr 29, 2026 | 6:36 AM |
| Talong | Healthy | SLEEP | None | N/A | — / — | Apr 29, 2026 | 6:28 AM |
| Talong | Healthy | SLEEP | None | N/A | — / — | Apr 29, 2026 | 6:20 AM |
Deploy the ESP32 firmware, point it to the n8n webhook, and this dashboard will reflect your crops within minutes.