The hardware components of an IoT-based irrigation system include soil moisture sensors, weather sensors, water valves, microcontrollers (e.g., Arduino or Raspberry Pi), communication modules (e.g., Wi-Fi or cellular), and power supply units. These components work together to monitor soil conditions, receive weather data, control water flow, and enable remote irrigation management for efficient and automated watering of crops or gardens.