ZA202200381B - Embedded gateway for flame detection using yolov5 and openvino and deployment method thereof - Google Patents

Embedded gateway for flame detection using yolov5 and openvino and deployment method thereof

Info

Publication number
ZA202200381B
ZA202200381B ZA2022/00381A ZA202200381A ZA202200381B ZA 202200381 B ZA202200381 B ZA 202200381B ZA 2022/00381 A ZA2022/00381 A ZA 2022/00381A ZA 202200381 A ZA202200381 A ZA 202200381A ZA 202200381 B ZA202200381 B ZA 202200381B
Authority
ZA
South Africa
Prior art keywords
openvino
yolov5
flame detection
deployment method
embedded gateway
Prior art date
Application number
ZA2022/00381A
Inventor
Jiancai Leng
Yuandong Wang
Qingbo Yang
Han Li
Jianqun Zhu
Xin Yu
Xinyi Chen
Xu Ding
Original Assignee
Univ Qilu Technology
Jinan Shimeng Science And Tech Development Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Univ Qilu Technology, Jinan Shimeng Science And Tech Development Co Ltd filed Critical Univ Qilu Technology
Publication of ZA202200381B publication Critical patent/ZA202200381B/en

Links

Classifications

    • G—PHYSICS
    • G08—SIGNALLING
    • G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
    • G08B17/00—Fire alarms; Alarms responsive to explosion
    • G08B17/12—Actuation by presence of radiation or particles, e.g. of infrared radiation or of ions
    • G08B17/125—Actuation by presence of radiation or particles, e.g. of infrared radiation or of ions by using a video camera to detect fire or smoke
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L12/00—Data switching networks
    • H04L12/66—Arrangements for connecting between networks having differing types of switching systems, e.g. gateways

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • General Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Artificial Intelligence (AREA)
  • Biomedical Technology (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Health & Medical Sciences (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Multimedia (AREA)
  • Business, Economics & Management (AREA)
  • Emergency Management (AREA)
  • Fire-Detection Mechanisms (AREA)
ZA2022/00381A 2021-01-19 2022-01-07 Embedded gateway for flame detection using yolov5 and openvino and deployment method thereof ZA202200381B (en)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202110065705.1A CN112735083A (en) 2021-01-19 2021-01-19 Embedded gateway for flame detection by using YOLOv5 and OpenVINO and deployment method thereof

Publications (1)

Publication Number Publication Date
ZA202200381B true ZA202200381B (en) 2022-03-30

Family

ID=75592348

Family Applications (1)

Application Number Title Priority Date Filing Date
ZA2022/00381A ZA202200381B (en) 2021-01-19 2022-01-07 Embedded gateway for flame detection using yolov5 and openvino and deployment method thereof

Country Status (2)

Country Link
CN (1) CN112735083A (en)
ZA (1) ZA202200381B (en)

Families Citing this family (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN114140732A (en) * 2021-12-09 2022-03-04 安徽大学 Fire-fighting fire source detection method and device and storage medium under small sample condition
CN115331384B (en) * 2022-08-22 2023-06-30 重庆科技学院 Fire accident early warning system of operation platform based on edge calculation

Family Cites Families (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP6942029B2 (en) * 2017-10-27 2021-09-29 ホーチキ株式会社 Fire monitoring system
CN110517441A (en) * 2019-09-26 2019-11-29 华南师范大学 Based on the frame-embedded smog of deep learning and flame video alarming system and method
CN110979208A (en) * 2019-11-28 2020-04-10 东风电驱动系统有限公司 Vehicle-mounted intelligent information terminal
CN111091072A (en) * 2019-11-29 2020-05-01 河海大学 YOLOv 3-based flame and dense smoke detection method
CN111210592A (en) * 2020-01-07 2020-05-29 珠海爬山虎科技有限公司 Video identification monitoring method, computer device and computer readable storage medium
CN111310684A (en) * 2020-02-24 2020-06-19 东声(苏州)智能科技有限公司 Model training method and device, electronic equipment and storage medium
CN111783618A (en) * 2020-06-29 2020-10-16 联通(浙江)产业互联网有限公司 Garden brain sensing method and system based on video content analysis
CN111914819B (en) * 2020-09-30 2021-01-26 杭州未名信科科技有限公司 Multi-camera fusion crowd density prediction method and device, storage medium and terminal

Also Published As

Publication number Publication date
CN112735083A (en) 2021-04-30

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