换一批摘要Plants encounter a variety of beneficial and harmful insects during their growth cycle.Accurate identification (i.e.,detecting insects' presence) and classification (i.e.,determining the type or class) of these insect species is critical for implementing prompt and suitable mitigation strategies.Such timely actions carry substantial economic and environmental implications.Deep learning-based approaches have produced models with good insect classification accuracy.Researchers aim to implement identification and classification models in agriculture,facing challenges when input images markedly deviate from the training distribution (e.g.,images like vehicles,humans,or a blurred image or insect class that is not yet trained on).
更多相关知识
栏目名称
DOI
10.34133/plantphenomics.0170
发布时间
2024-12-11（万方平台首次上网日期，不代表论文的发表时间）
- 浏览2
- 被引0
- 下载0
相似文献
- 中文期刊
- 外文期刊
- 学位论文
- 会议论文
