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FoodTech & Precision Agriculture

FoodTech: IoT per l'agricoltura di precisione, AI per la supply chain alimentare, tracciabilità blockchain, food safety compliance e piattaforme per la sostenibilità alimentare.

10Articles XPHX0XPHX Titres et sous-titres XPHX1XPHX Chapitres XPHX2XPHX Annexes XPHX3XPHX Bibliographie253 minLecture totaleIntermedioNiveau
FoodTechIoTprecision agriculturetraceabilitysustainability

Articoli de la Série XPHX0XPHX Les articles de la série XPHX1XPHX sont les suivants :

  1. 1

    00 - IoT Data Pipelines for Precision Agriculture with Python & MQTT

    Complete guide to building IoT pipelines for precision agriculture: MQTT sensors, brokers, data lake and dashboards.

  2. 2

    01 - Edge ML for Crop Disease Detection: TensorFlow Lite on Raspberry Pi

    Deploy TensorFlow Lite models on Raspberry Pi for real-time crop disease detection. Edge computing for agriculture.

  3. 3

    02 - Satellite & Weather APIs for AgriTech: Predictive Farming Data

    Integration of satellite APIs (Sentinel, Planet) and weather data for crop prediction and smart irrigation.

  4. 4

    03 - Food Traceability System: Blockchain, RFID & IoT Integration

    Complete architecture for end-to-end food traceability: blockchain, RFID, IoT and regulatory compliance.

  5. 5

    04 - Computer Vision for Food Quality Inspection with PyTorch YOLO

    Building computer vision systems for food quality inspection: YOLO, defect classification and production pipeline.

  6. 6

    05 - FSMA 204 Compliance Automation: Tracking, Alerts & Recalls

    Automated system for FSMA 204 compliance: lot tracking, contamination alerts and recall management with Python.

  7. 7

    06 - Vertical Farming Automation: Robotic Control via APIs

    Software architecture for automated vertical farms: LED control, irrigation, robotics and API integration.

  8. 8

    07 - Demand Forecasting for Waste Reduction: Time-Series ML

    Time-series ML models for food demand forecasting: LSTM, Prophet and waste reduction up to 50%.

  9. 9

    08 - Real-Time Farm IoT Dashboard with Angular & Grafana

    Building real-time dashboards for farm IoT monitoring: Angular signals, Grafana, InfluxDB and alerting.

  10. 10

    09 - Food Supply Chain Data: ETL Patterns from Farm to Retailer

    ETL patterns for food supply chain: data integration from farm to retailer with Apache Airflow and dbt.

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