A province in Central Vietnam is currently facing challenges from pests that threaten crop yields and the livelihoods of farmers. To address this issue, we have developed an advanced solution for detecting and categorising pest species. This solution enables farmers to quickly and accurately identify harmful insects, supporting them in the targeted and effective use of pesticides.