| Summary: | 碩士 === 國立勤益科技大學 === 資訊工程系 === 107 === There are a lot of related analysis in the chicken farm. For example, calculate egg size and determine fertilized egg, but rarely experimenting in goose farms. The amount of eggs laid by a goose can represent the health status of the goose. It can also be used to select goose suitable for breeding. If the number of eggs is abnormal, special observation is required to confirm whether the virus is infected. This paper develops an egg production analysis system for goose farms. In this system, each goose worn a unique RFID foot ring, when it enter goose cage, record RFID information and record the time of this goose stay in. Use a camera to monitor the eggs in the scroll. We combined movement direction and CNN(YOLOv3). Analysis of goose egg production in a goose farm environment filled with various noises (e.g. spider webs, goose feathers, mice...). The experiment shows that the accuracy of the system reaches 96%.
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