Image Classification of Pests with Residual Neural Network Based on Transfer Learning

• Published in: Applied sciences Vol. 12; no. 9; p. 4356
• Main Authors: Li, Chen, Zhen, Tong, Li, Zhihui
• Format: Journal Article
• Language: English
• Published: Basel MDPI AG 01.05.2022
• Subjects: Accuracy; agriculture; Classification; convolutional neural network; Crops; Datasets; Deep learning; image processing; insect pest; Machine learning; Neural networks; pest recognition; transfer learning

Agriculture is regarded as one of the key food sources for humans throughout history. In some countries, more than 90% of the population lives on agriculture. However, pests are regarded as one of the major causes of crop loss worldwide. Accurate and automated technology to classify pests can help p...