Scale Adaptive Small Objects Detection Method in Complex Agricultural Environment: Taking Bees as Research Object

Scale Adaptive Small Objects Detection Method in Complex Agricultural Environment: Taking Bees as Research Object

Objects in farmlands often have characteristic of small volume and high density with variable light and complex background, and the available object detection models could not get satisfactory recognition results. Taking bees as research objects, a method that could overcome the influence from the c...

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Bibliographic Details
Main Authors: GUO Xiuming, ZHU Yeping, LI Shijuan, ZHANG Jie, LYU Chunyang, LIU Shengping
Format: Article
Language:English
Published: Editorial Office of Smart Agriculture 2022-03-01
Series:智慧农业
Subjects:
object detection
machine vision
small object
farmland
bee
single shot multibox detector
yolov3
Online Access:http://www.smartag.net.cn/CN/10.12133/j.smartag.SA202203003

Internet

http://www.smartag.net.cn/CN/10.12133/j.smartag.SA202203003

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