现代信息科技2024，Vol.8Issue(7)：113-117,5.DOI:10.19850/j.cnki.2096-4706.2024.07.024
基于PaddlePaddle深度学习的野外露营安全装置
A Field Camping Safety Device Based on PaddlePaddle Deep Learning
摘要
Abstract
Aiming at the problems of environment and safety hazards in field camping in recent years,a field camping safety device based on PaddlePaddle Deep Learning(DL)is designed.Firstly,a Convolutional Neural Networks is used to train the model,and then image recognition and classification techniques are used for recognition.Taking animal classification and recognition as an example in the paper,the model is improved by training images of different types of animals,and the accuracy of model recognition and classification is verified.The final accuracy is above 0.96.After testing,the model used has shown good performance in animal image classification and can meet the requirements of the project design.关键词
PaddlePaddle/卷积神经网络/图像识别分类/野外露营安全装置Key words
PaddlePaddle1/Convolutional Neural Networks/image recognition and classification/field camping safety device分类
信息技术与安全科学引用本文复制引用
刘映群,黄嘉源,何卓恒,李创铭,陈日源..基于PaddlePaddle深度学习的野外露营安全装置[J].现代信息科技,2024,8(7):113-117,5.基金项目
2023年广东省科技创新战略专项资金("攀登计划"专项资金)(pdjh2023b0845) （"攀登计划"专项资金）
2022年广东省大学生创新创业训练计划(S202213919003) （S202213919003）
