1DA-ActNN-YOLOV5: Hybrid YOLO v5 Model with Data Augmentation and Activation of Compression Mechanism for Potato Disease Identification

作者： Dai, Guowei; Hu, Lin; Fan, Jingchao; Hu, Lin; Fan, Jingchao; SCI

机构： Natl Agr Sci Data Ctr, Agr Informat Inst CAAS, Beijing 100081, Peoples R China; Chinese Acad Agr Sci, Natl Nanfan Res Inst Sanya, Sanya 572024, Peoples R China;

来源：COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE

年份：2022

2A Deep Learning-Based Object Detection Scheme by Improving YOLOv5 for Sprouted Potatoes Datasets

作者： Dai, Guowei; Hu, Lin; Fan, Jingchao; Yan, Shen; Li, Ruijing; Hu, Lin; Fan, Jingchao; SCI

机构： Agr Informat Inst CAAS, Natl Agr Sci Data Ctr, Beijing 100081, Peoples R China; Chinese Acad Agr Sci, Natl Nanfan Res Inst Sanya, Sanya 572024, Peoples R China;

来源：IEEE ACCESS

关键词： Object detection; convolutional neural network; sprouting potato recognition; mosaic; hyperparametric optimization; spatial pyramid pooling

年份：2022