FeYOLO: Improved YOLOv7-tiny model using feature enhancement modules for the detection of individual silkworms in high-density and compact conditions

The detection of individual silkworms is an essential subtask for the detection of diseased silkworms by combining visual and trajectory characteristics. Due to the high-density and compact conditions, the detection model is required to have high efficiency and reliable accuracy. However, most existing networks fail to provide a trade-off between accuracy and efficiency. To alleviate this problem, a feature enhancement You Only Look Once …