I. Preface
Having previously written aInternet of Things Browser (IoTBrowser) - Developing Remote Alarms Against Flooding Using Deep LearningThe article, "The main introduction of the camera microphone to monitor the flooding alarm with or without anomalies, when abnormalities occur emergency alarm and push WeChat notification, to avoid flooding caused by the loss of the house. Based on deep learning and IoT technology continue to explore the application and practice in the field of agricultural farming.
Monitoring parameter settings
Early Warning WeChat Notification
II. Disaster prevention and early warning in agriculture
This time, it is mainly based on the agricultural farming process, through the image feature recognition and sound spectrum recognition for disaster warning and control, specific applications such as fish hypoxia floating head monitoring, chicken fry bunching monitoring, chicken open mouth rate monitoring.
1. Fish hypoxia floating head monitoring
Fish hypoxia often occurs between 11pm-3am, a time when disasters can only be avoided through manual pond patrols. Through the camera with AI recognition for image analysis, to determine whether there is a floating head.
2. Chicken bunching monitoring
Chickens pile up mainly also occurs in the second half of the night, often because of the lower temperature or weasel scare, easy to pile up and die. Sound spectrum analysis is performed through the camera's pickup with AI recognition to determine if there are any abnormal sounds.
3. Open-mouth monitoring of chickens
When the poultry is too stuffy, the poultry, without sweat glands, will dissipate heat by opening their mouths to accelerate the latent heat dissipation of respiration, and the comfort status of the birds can be determined by observing the open mouth ratio of the poultry. AI image analysis is performed by capturing live photos at regular intervals through the camera to inventory the ratio of open mouths of chickens.
II. Summary
Utilizing AI as the intelligent brain, cameras as the eyes, pickups as the ears, and WeChat notifications as the mouth, an unattended robot is formed, which is coupled with the on/off control of mechanical equipment such as feed feeders, oxygenators, and ventilators, which makes farming simpler, reduces the rate of dead panning, and improves farming efficiency.