国产欧美精品一区二区,中文字幕专区在线亚洲,国产精品美女网站在线观看,艾秋果冻传媒2021精品,在线免费一区二区,久久久久久青草大香综合精品,日韩美aaa特级毛片,欧美成人精品午夜免费影视

基于深度學(xué)習的智能無(wú)人果蔬售賣(mài)系統
DOI:
CSTR:
作者:
作者單位:

西安鐵路職業(yè)技術(shù)學(xué)院

作者簡(jiǎn)介:

通訊作者:

中圖分類(lèi)號:

基金項目:

國家自然科學(xué)(52172379)


An Intelligent unmanned fruit and vegetable vending system based on deep learning
Author:
Affiliation:

Fund Project:

  • 摘要
  • |
  • 圖/表
  • |
  • 訪(fǎng)問(wèn)統計
  • |
  • 參考文獻
  • |
  • 相似文獻
  • |
  • 引證文獻
  • |
  • 資源附件
  • |
  • 文章評論
    摘要:

    隨著(zhù)科技的不斷進(jìn)步,無(wú)人零售成為了未來(lái)社會(huì )的發(fā)展趨勢。然而傳統的無(wú)人售貨超市存在成本高昂和水果蔬菜等生鮮產(chǎn)品售賣(mài)方式單一,效率低下,需要大量勞動(dòng)力等缺陷。為了解決次問(wèn)題,本文提出一種基于深度學(xué)習的智能無(wú)人果蔬售賣(mài)系統。該系統能夠識別未打電子標簽的果蔬生鮮,基于改進(jìn)的目標檢測算法精準識別果蔬的類(lèi)別和位置,進(jìn)而進(jìn)行稱(chēng)重并計算商品的價(jià)格。通過(guò)實(shí)驗驗證,該系統具有綜合化、智能化和專(zhuān)業(yè)化的優(yōu)點(diǎn),在自制果蔬數據集上,算法平均精度(mAP)提升了7.37%,實(shí)驗證明本系統對果蔬的目標檢測具有較強的魯棒性。

    Abstract:

    With the continuous progress of science and technology, unmanned retail has become one of people's prospects for the future society. However, traditional unmanned supermarket has the defects of high cost, single selling method of fresh products such as fruits and vegetables, low efficiency, and large labor force. In order to solve these problems, an intelligent unmanned fruit and vegetable selling system based on deep learning emerged. The system can identify the fresh fruits and vegetables without electronic labels. Based on the improved target detection algorithm to accurately identify the category and location of fruits and vegetables, and then weigh and calculate the price of the goods. Through experimental verification, the system has the advantages of synthesis, intelligence and specialization. The average accuracy (mAP) of the algorithm is improved by 7.37% on the self-made fruit and vegetable data set, and the experiment proves that this system has strong robustness for target detection of fruits and vegetables.

    參考文獻
    相似文獻
    引證文獻
引用本文

吳曉鳳,秦菁,劉子翔,徐浩然.基于深度學(xué)習的智能無(wú)人果蔬售賣(mài)系統計算機測量與控制[J].,2023,31(7):298-304.

復制
分享
文章指標
  • 點(diǎn)擊次數:
  • 下載次數:
  • HTML閱讀次數:
  • 引用次數:
歷史
  • 收稿日期:2023-02-19
  • 最后修改日期:2023-02-28
  • 錄用日期:2023-02-28
  • 在線(xiàn)發(fā)布日期: 2023-07-12
  • 出版日期:
文章二維碼
乌恰县| 揭东县| 鄂尔多斯市| 沿河| 安吉县| 正宁县| 叶城县| 日照市| 宁城县| 英超| 友谊县| 吉林市| 江永县| 镇远县| 临澧县| 南雄市| 华亭县| 凤城市| 平阴县| 台安县| 广河县| 周宁县| 平安县| 东城区| 高雄市| 抚顺市| 历史| 荣成市| 扎兰屯市| 上虞市| 宝山区| 云南省| 巴彦淖尔市| 祁东县| 昌邑市| 固阳县| 南澳县| 内乡县| 虹口区| 延川县| 罗源县|