Active Crop
Talong
Stage: Germination
Planted Jun 12, 2026 · Day 2Harvest ETA Sep 10, 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: Germination
Planted Jun 12, 2026 · Day 2Suitability verdict
RiskyCucumber is not ideal for planting in Lala, Lanao del Norte during June. While the current temperature of 29.21°C is within its optimal range and the previous crop (Talong, Solanaceae) does not directly conflict with cucumber (Cucurbitaceae) in terms of crop rotation or shared major pests, June marks the peak of the rainy season in Mindanao. This leads to consistently high humidity, prolonged overcast conditions, and heavy rainfall. Such conditions significantly increase the risk of fungal diseases like downy mildew and powdery mildew, as well as bacterial wilt, which are highly detrimental to cucumber plants. Furthermore, cucumbers require well-drained soil and are highly susceptible to root rot from waterlogging, a common issue during the wet season, making successful cultivation challenging without extensive disease management and drainage systems.
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: WATER • Fluid: None
Captured Jun 13, 2026 | 2:09 PM · 1d 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
2.4% of schedule · Germination
Crop Suitability
Cucumber is not ideal for planting in Lala, Lanao del Norte during June. While the current temperature of 29.21°C is within its optimal range and the previous crop (Talong, Solanaceae) does not directly conflict with cucumber (Cucurbitaceae) in terms of crop rotation or shared major pests, June marks the peak of the rainy season in Mindanao. This leads to consistently high humidity, prolonged overcast conditions, and heavy rainfall. Such conditions significantly increase the risk of fungal diseases like downy mildew and powdery mildew, as well as bacterial wilt, which are highly detrimental to cucumber plants. Furthermore, cucumbers require well-drained soil and are highly susceptible to root rot from waterlogging, a common issue during the wet season, making successful cultivation challenging without extensive disease management and drainage systems.
Read more| Plant | Diagnosis | Command | Fluid / Dose | Temp / Hum | Captured |
|---|---|---|---|---|---|
| Talong | N/A | WATER | None | N/A | 23.00°C / 50.00% | Jun 13, 2026 | 2:09 PM |
| Watermelon | Fungal Leaf Spots | PESTICIDE | Neem Oil | 5s | — / — | Jun 12, 2026 | 12:35 PM |
| Unknown | N/A | SLEEP | None | N/A | 0.00°C / 0.00% | Jun 12, 2026 | 12:16 PM |
| Talong | Late Blight | PESTICIDE | Neem Oil | 5s | — / — | Jun 08, 2026 | 4:28 PM |
Deploy the ESP32 firmware, point it to the n8n webhook, and this dashboard will reflect your crops within minutes.