"A Test System Plan base on AI Image Recognition for Automatic A
「"A Test System Plan base on AI Image Recognition for Automatic A」於資料集「EPQSummary_WasteManagement」由單位「行政院環境保護署」的郭先生所提供，聯繫電話是02-2311-7722 EXT.2399，最近更新時間為：2022-01-15 01:13:53。 欄位Project Title的內容是"A Test System Plan base on AI Image Recognition for Automatic Audit Certification-Take Waste Electronic Appliances As an Example" ， 欄位Project Subject的內容是"At present, there are the following shortcoming in the inspection of non-conformance events by manual interpretation. It takes a long time to watch the monitor and it is easy to miss the non-conformance event due to human factors. Therefore, it is hoped that through this project, the AI intelligent image interpretation system will be developed to improve interpretation accuracy and interpretation efficiency, reduce manpower burden and shorten manual interpretation time. According to the above-mentioned items to be improved, the non-conformance events of this system are mainly aimed at whether there is a non-permitted entry and exit of truck during the non-audit certification period; whether people, trucks, and forklifts move in the material storage area during the non-permitted period, and whether the refrigerant escapes during the refrigerant extraction operation. To fulfill these requirements, this project develops an AI smart image interpretation system, which is divided into gate entrance and material storage areas AI smart image interpretation, as well as refrigerant AI smart image interpretation, to deal with the above-mentioned abnormal events. In this project, the CCTV monitor screens of the treatment plant obtained from Chunghwa Telecom’s clairvoyance (中華電信千里眼) are used as system input. When a suspected non-conformance event is detected, the time of occurrence and the current monitor screen will be automatically interpreted and recorded, and then the interpreted results and non-conformance screens are collected and stored. In the future, if the treatment plant disagrees with the interpretation results, the auditors will no longer need to watch the complete monitor screen. They only need to screen the specified non-conformance events through the system, and then they can directly access the shortened video sequence for re-judgment to reduce labor burden and reach the purpose of shortening manual interpreting time. The advantage of this system is that the above two systems can be executed under the hardware specifications of the current treatment plant, to help the auditors improve the efficiency of interpretation without the need of upgrading the hardware equipment. After verification, the proposed system can reduce the length of the video by 97% and greatly reduce the time spent in interpretation by the auditors. It can effectively improve the concentration of watching videos and increase the efficiency of interpretation by auditors. " ， 欄位Project Year的內容是2021 ， 欄位Organizer的內容是"Recycling Fund Management Board" ， 欄位Executive Unit的內容是"國立臺北科技大學" ， 欄位Reporting download URL的內容是https://epq.epa.gov.tw/project/filedownload.aspx?fid=266388 ， 欄位Publish Date的內容是20220131 。
Project Title
"A Test System Plan base on AI Image Recognition for Automatic Audit Certification-Take Waste Electronic Appliances As an Example"
Project Subject
"At present, there are the following shortcoming in the inspection of non-conformance events by manual interpretation. It takes a long time to watch the monitor and it is easy to miss the non-conformance event due to human factors. Therefore, it is hoped that through this project, the AI intelligent image interpretation system will be developed to improve interpretation accuracy and interpretation efficiency, reduce manpower burden and shorten manual interpretation time. According to the above-mentioned items to be improved, the non-conformance events of this system are mainly aimed at whether there is a non-permitted entry and exit of truck during the non-audit certification period; whether people, trucks, and forklifts move in the material storage area during the non-permitted period, and whether the refrigerant escapes during the refrigerant extraction operation. To fulfill these requirements, this project develops an AI smart image interpretation system, which is divided into gate entrance and material storage areas AI smart image interpretation, as well as refrigerant AI smart image interpretation, to deal with the above-mentioned abnormal events. In this project, the CCTV monitor screens of the treatment plant obtained from Chunghwa Telecom’s clairvoyance (中華電信千里眼) are used as system input. When a suspected non-conformance event is detected, the time of occurrence and the current monitor screen will be automatically interpreted and recorded, and then the interpreted results and non-conformance screens are collected and stored. In the future, if the treatment plant disagrees with the interpretation results, the auditors will no longer need to watch the complete monitor screen. They only need to screen the specified non-conformance events through the system, and then they can directly access the shortened video sequence for re-judgment to reduce labor burden and reach the purpose of shortening manual interpreting time. The advantage of this system is that the above two systems can be executed under the hardware specifications of the current treatment plant, to help the auditors improve the efficiency of interpretation without the need of upgrading the hardware equipment. After verification, the proposed system can reduce the length of the video by 97% and greatly reduce the time spent in interpretation by the auditors. It can effectively improve the concentration of watching videos and increase the efficiency of interpretation by auditors. "
Project Year
2021
Organizer
"Recycling Fund Management Board"
Executive Unit
"國立臺北科技大學"
Reporting download URL
Publish Date
20220131
「"A Test System Plan base on AI Image Recognition for Automatic A」所屬的資料集：「EPQSummary_WasteManagement」的其他資料
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"Project of promoting low carbon clearance and improving clearance efficiency, 2015"
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2015
Organizer：
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Project Title：
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2014
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2018
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Project Year：
2019
Organizer：
"Recycling Fund Management Board"
Project Title：
"Levy of Containers Recycling Fee and Waste Containers Management of Recycling"
Project Subject：
"The implementations were summarized as the following:To develop an appropriate levy rates for respo
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2016
Organizer：
"Recycling Fund Management Board"
Project Title：
"Bookkeeping examination of responsible enterprises to the manufacturing /import volume of articles
Project Subject：
"This project is for examination into bookkeeping of responsible enterprises with relation to volume
Project Year：
2014
Organizer：
"Recycling Fund Management Board"
Project Title：
"Project on Research and Evaluation of Efficiency Enhancement for Recycling and Recovery of Energy a
Project Subject：
"This project has completed the analysis of the trend for recycling and reuse of domestic kitchen wa
Project Year：
2018
Organizer：
"Bureau of Environmental Inspection"
Project Title：
"Technology Development of Lead Sulfate Paste Reusing for Waste Automotive Battery Recycling Industr
Project Subject：
"During the waste automotive lead battery recycling process, lead paste is abundant of lead sulfate
Project Year：
2015
Organizer：
"Recycling Fund Management Board"
Project Title：
"FY2016 Investigation and counselling of Air pollution Emitted from Industrial Waste disposal plants
Project Subject：
"Agriculture, fishing, and farming are the major industry in Yulin County, however, after offshore i
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2016
Organizer：
"Environmental Protection Bureau Yunlin County"
Project Title：
"Construction, agricultural and medical waste management"
Project Subject：
"This project investigates the waste management and relevant measures regarding construction, agricu
Project Year：
2019
Organizer：
"Department of Waste Management"
Project Title：
"General Waste Clean Strategy and Legislation Planning Project 2015."
Project Subject：
"This project was implemented over the period between February 26, 2015 and the end of December 2015
Project Year：
2015
Organizer：
"Department of Waste Management"
Project Title：
"Project of Auditing ＆ Certification Group on Regulated Recyclable Waste (Plastic Waste Containers)"
Project Subject：
"The project period was from January 1st, 2013 to December 31st, 2014 whereas below data was collect
Project Year：
2013
Organizer：
"Recycling Fund Management Board"
Project Title：
"Incinerator Bottom Ash Resource Product Apprasial and Detection Method Assessment Program"
Project Subject：
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2016
Organizer：
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Project Title：
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2020
Organizer：
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Project Title：
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Project Subject：
"Taichung City, the Taichung City Government to actively promote the recycling of resources related
Project Year：
2016
Organizer：
"Environmental Protection Bureau, Taichung City"
Project Title：
"Annual waste reduction resource recycling and the Chiayi County advocacy plan of 2016"
Project Subject：
"(A) recycling responsibilities industry and traders, should be recycled waste recycling companies a
Project Year：
2016
Organizer：
"Environmental Protection Bureau, Chiayi County"
Project Title：
"Green Design and Resource Recycling Promotion Project - Workplan"
Project Subject：
"This project was implemented over the period from February 17, 2015 to December 31, 2015. The main
Project Year：
2015
Organizer：
"Department of Waste Management"
Project Title：
"Incinerator Bottom Ash Reuse Promotion and Quality Management Review Program"
Project Subject：
"The project was executed from 2015/3/20 to 2015/12/31. The project aims at dealing with the barrier
Project Year：
2015
Organizer：
"Department of Waste Management"
Project Title：
"Waste home appliance and IT equipment industrial investigation and fee rate structure assessment pr
Project Subject：
"According to working subjects’ requirement, following achievements have accomplished in the project
Project Year：
2014
Organizer：
"Recycling Fund Management Board"
Project Title：
"Launches Waste Reduction, Recycling and Subsidy Program at Taichung in 2019."
Project Subject：
"The Completion of this project has reached 100% since the contract date from August 23, to December
Project Year：
2019
Organizer：
"Environmental Protection Bureau, Taichung City"
Project Title：
"105 years Taichung City for resource recycling advocacy and inspection program"
Project Subject：
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2016
Organizer：
"Environmental Protection Bureau, Taichung City"
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"106 year Chiayi City refined recycle program"
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"In order to encourage the citizens to participate in the recycling activities, expand the scope of
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2017
Organizer：
"Environmental Protection Bureau, Chiayi City"
Project Title：
"Project of feasibility study for the reuse of rubber with co-firing ash in cement raw materials"
Project Subject：
"Through gathering information from the source of scrap tire, co-firing ash, reuse declaration of ce
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2017
Organizer：
"Department of Waste Management"
Project Title：
"Project for Management and Appraisal Work of Refuse Incineration Plants and Public-owned Landfills"
Project Subject：
"A.Refuse Incineration Plant Portion
In order to ensure the effective supervision of the management
Project Year：
2018
Organizer：
"Bureau of Environmental Inspection"
Project Title：
"The project for review of Sustainable Materials Management (SMM) indicator, development of environm
Project Subject：
"This project carried out from April 26th to December 31st, 2016. The main job include establishing
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2016
Organizer：
"Department of Waste Management"
Project Title：
"International Plastics and Recycling Industry International Cooperation and Innovation Project in
Project Subject：
" For the inaugural 2019 Taiwan Circular Economy Week, the EPA organized the Taiwan Circular Econ
Project Year：
2019
Organizer：
"Department of Waste Management"
Project Title：
"Counseling environmental management system of recycling regulated recyclable waste and process of w
Project Subject：
"In Taiwan, some recycling enterprises have to deal with the sanitary problem to improve the impress
Project Year：
2020
Organizer：
"Recycling Fund Management Board"
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