Tomato is generally cultivated by transplanting seedlings in ridges and furrows. During growth, there are various types of tomato pests diseases, making it challenging to identify them simultaneously. To address this issue, conventional convolutional neural networks have been investigated, but they a large number parameters time-consuming. In paper, we proposed lightweight multi-scale pest dise...