International Journal of Innovative Research in Science, Engineering and Technology最新文献

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Blind People Assistance for Object Detection Using AI 利用人工智能帮助盲人检测物体
Surendarkumar S, R. M, Deepanraj B, Sivashankar M, U. M.
{"title":"Blind People Assistance for Object Detection Using AI","authors":"Surendarkumar S, R. M, Deepanraj B, Sivashankar M, U. M.","doi":"10.59256/ijire.2023040378","DOIUrl":"https://doi.org/10.59256/ijire.2023040378","url":null,"abstract":"Assisting visually impaired individuals in object detection and recognition using artificial intelligence has emerged as a promising research area. In this project, we propose a blind people assistance system that uses the YOLO (You Only Look Once) algorithm to detect objects in real-time and provide audio feedback to the user. The YOLO algorithm is known for its high accuracy and fast processing speed. Our approach involves training a YOLOv3 model on a dataset of labeled images that includes objects commonly encountered in daily life, such as chairs, tables, and doors. Once the model is trained, it is integrated with a text-to-speech engine that provides audio feedback to the blind user by announcing the object class and location in the image. The system can be an effective tool for enhancing the independence and mobility of visually impaired individuals. Our project demonstrates the potential of using AI to assist blind people with object detection and recognition, and we believe that our approach can make a significant contribution to improving the lives of individuals with visual impairments.","PeriodicalId":14005,"journal":{"name":"International Journal of Innovative Research in Science, Engineering and Technology","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-05-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81725282","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Smart Cart 智能车
N. S, A. R, H. S, Thanajjayan P
{"title":"Smart Cart","authors":"N. S, A. R, H. S, Thanajjayan P","doi":"10.59256/ijire.2023040380","DOIUrl":"https://doi.org/10.59256/ijire.2023040380","url":null,"abstract":"This project is on a web-based application “Smart Cart” which ensures quality control in businesses that handle transactions revolving around consumer goods. Without proper inventory control, a large retail store may run out of stock on an important item. This system will alert the retailer when it is time to reorder. Smart Cart automates the process of managing inventory at a general store. It manages the sales, supplies and inventory of the general store. It keeps track of all the customers, the purchases made during a given period and the inventory of the items. This application is basically managed by the administrator. The administrator can login through the system. He also can view the details of the customers. A database is maintained which has the inventory of all the items. The system also keeps track of supplier details and sales. It stores all purchase order details and invoice details in respective tables in the database. This web-based application also has a POS system. The main function of a POS system is to process sales transactions quickly and accurately. When a customer makes a purchase, the system records the transaction, deducts the amount from the inventory, and calculates the total cost including taxes and discounts. Key Word: Inventory management, data storage architecture, product recommendations, invoice generation.","PeriodicalId":14005,"journal":{"name":"International Journal of Innovative Research in Science, Engineering and Technology","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-05-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89916741","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Drowsiness Detection System 睡意检测系统
Sidharth Venugopal, Nikhil Aj, Shanmukharadhya K.S
{"title":"Drowsiness Detection System","authors":"Sidharth Venugopal, Nikhil Aj, Shanmukharadhya K.S","doi":"10.59256/ijire.2023040374","DOIUrl":"https://doi.org/10.59256/ijire.2023040374","url":null,"abstract":"A sleepiness detection system uses technology to spot and warn people who might be about to nod off or become less vigilant. To assess the degree of drowsiness, the system uses a variety of physiological or behavioural signs, including eye movements, brain waves, and patterns of vehicle control. Research is now being done to create reliable sleepiness detection systems, which could have positive effects on safety, accident avoidance, and productivity for a variety of businesses and people. These technologies all have the potential to increase safety in a variety of industries and lower the risk of accidents brought on by drowsiness, even though their accuracy and dependability vary. By lowering accident costs and boosting productivity, the deployment of sleepiness detection systems may also have favourable economic effects. Over all, the creation of precise and trustworthy sleepiness detection systems is an important field of study with potential advantages for a range of businesses and people.","PeriodicalId":14005,"journal":{"name":"International Journal of Innovative Research in Science, Engineering and Technology","volume":"8 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-05-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80340579","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Ultrasonic Spectacles for Blind Person 盲人超声波眼镜
K. T, Kumari Aarju, D. K, Karpagavalli C, V. S
{"title":"Ultrasonic Spectacles for Blind Person","authors":"K. T, Kumari Aarju, D. K, Karpagavalli C, V. S","doi":"10.59256/ijire.2023040377","DOIUrl":"https://doi.org/10.59256/ijire.2023040377","url":null,"abstract":"The ultrasonic spatial code line for blind people using Node MCU, web camera, ultrasonic sensor, and output of speaker is an innovative system designed to aid visually impaired individuals in navigating their environment independently and safely. The system works by using a combination of hardware components and software algorithms to provide real-time spatial feedback to the user. The system consists of a Node MCU microcontroller, which acts as the central processing unit and controls the flow of data between the various components. A web camera is used to capture a live video feed of the user's surroundings, which is then processed using image recognition algorithms to identify and locate obstacles in the environment. An ultrasonic sensor is used to measure the distance between the user and any obstacles detected in the video feed. This information is then used to generate a tactile feedback map that is transmitted to the user via a speaker output. The tactile feedback map consists of a series of vibrations that correspond to the location and distance of the obstacles in the user's environment. The ultrasonic spatial code line is a critical need for blind individuals who struggle with navigating their environment independently. The system provides a practical solution that can help improve their quality of life by enabling them to move around more safely and confidently. Additionally, the system is relatively low-cost and easy to implement, making it accessible to a broader range of individuals. Key Word: Electronic Travel Aid – Visual Impairment- Machine learning – Navigation Aid - Mobility – Ultrasonic spectacles – Blind navigation;","PeriodicalId":14005,"journal":{"name":"International Journal of Innovative Research in Science, Engineering and Technology","volume":"114 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-05-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79215520","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Need for Digitalization 数字化需求
Swasthika A
{"title":"Need for Digitalization","authors":"Swasthika A","doi":"10.59256/ijire.2023040375","DOIUrl":"https://doi.org/10.59256/ijire.2023040375","url":null,"abstract":"Ever Since the demonetisation by Government of India and Reserve Bank of India shook the country and many of the new companies and the individuals praised the move. This took to the move towards the immediate measures boost the digital payments and digitalization in the country. Not only the demonetisation but the deadliest virus attack that is Covid-19 had led to the new dimension to the future digitalisation in India. Now-a-days people depend completely on technology and internet to fulfil each and every simple work and need, which can be done easily and easily, this work being done quickly lead to the entrance of digitalization in all the fields and sectors of the economy. This paper constitutes the need for digitalization in banking sector. Key Word: Digitization, Digitalization, Need, Equipment tools, Advantages, Negative effect.","PeriodicalId":14005,"journal":{"name":"International Journal of Innovative Research in Science, Engineering and Technology","volume":"8 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-05-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81690237","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Experimental Investigation on Steel Fiber Reinforced Concrete 钢纤维混凝土的试验研究
Sharath, J Sanjith, Manjunath
{"title":"Experimental Investigation on Steel Fiber Reinforced Concrete","authors":"Sharath, J Sanjith, Manjunath","doi":"10.59256/ijire.2023040376","DOIUrl":"https://doi.org/10.59256/ijire.2023040376","url":null,"abstract":"The objective of the study is to analyze systematically the effects of steel fiber reinforcement in concrete. Concrete were prepared using M30 grade concrete and looked end glued steel fiber with aspect ratio of 80 were added at a dosage of 0.75% , 1% , 1.25% volume fraction of concrete. The fiber reinforcement effects were analyzed for different types of distribution in the concrete beam Fibers were dispersed in two different ways either homogeneously in concrete sections or localized in the tension zone or laid parallel the beam axis. The mechanical properties such as the flexural strength using a third point loading and compressive strength property were determined. Load vs deflections were plotted for various fiber concrete specimens and toughness evaluations were made systematically using graph software an order to quantify the energy absorbing mechanism. Test result were compared with that of Plain concrete specimen and the relative improvements on the toughness were measured. Significant conclusions were drawn and comparative analyses on the post elastic deformation capacity of different concrete specimens were measured. Key Word: Steel Fiber, Toughness, Compressive Strength, Split tensile strength.","PeriodicalId":14005,"journal":{"name":"International Journal of Innovative Research in Science, Engineering and Technology","volume":"39 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-05-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79165379","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Synthesis of Nickel Oxide Impregnated Activated Carbon and Application for the Photocatalytic Degradation of Methylene Blue Dye under UV Irradiation 氧化镍浸渍活性炭的合成及其在紫外光催化降解亚甲基蓝染料中的应用
B. S, Arulmurugan M, kesavamoorthi Mr, K. K
{"title":"Synthesis of Nickel Oxide Impregnated Activated Carbon and Application for the Photocatalytic Degradation of Methylene Blue Dye under UV Irradiation","authors":"B. S, Arulmurugan M, kesavamoorthi Mr, K. K","doi":"10.59256/ijire.2023040371","DOIUrl":"https://doi.org/10.59256/ijire.2023040371","url":null,"abstract":"The Wastewater treatment process is an increasing serious challenge for the whole world. Due to this reason, the proficient treatment of wastewaters has attracted major attentions among researchers to solve the problem. Several methods for removal of the dye contaminants from wastewater including photocatalytic degradation, adsorption, coagulation/flocculation, advanced oxidation processes, ozonation, membrane filtration and biological treatments have been developed and use. Amongst which, photocatalytic degradation has been recognized as the most popular treatment process in aqueous solution with the advantages of high efficiency and simple operation. In the past two decades, photocatalytic degradation of organic pollutant by semiconductor oxide such as TiO2, ZnO, NiO, SnO2, Cu2O, and In2O3 has attracted due to their high photo-catalytic efficiency, low cost and low toxicity, high physical and chemical stability, especially, strong ability of fully decomposing organic pollutant into harmless species. In the present work, NiO nanoparticle were synthesized by a chemical precipitation method using nickel nitrate as precursors and Sodium hydroxide as precipitating agent. The NiO nanoparticles have been successfully used as a photocatalyst for degradation of Methylene Blue dye from the aqueous medium. The synthesized nanoparticles were studied by powder XRD, EDAX, UV and FTIR spectroscopy. The powder XRD result revealed that the obtained sample structure. The particle size and the morphology of NiO nanoparticles were studied by the SEM. The EDAX and FTIR analyses confirmed the formation of NiO nanoparticles. Further, NiO impregnated activated carbon (AC-NiO) was prepared for photocatalytic degradation studies. The Photocatalytic degradation study results revealed that the AC-NiO nanocomposite was potential photocatalyst in degradation of Methylene blue (75%) when compared with plain Nio (25%).","PeriodicalId":14005,"journal":{"name":"International Journal of Innovative Research in Science, Engineering and Technology","volume":"17 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-05-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80757888","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Design of Manual Flame Weeder 手动除火器的设计
Kousika S, M. A., Sudharsanapriya K, Swetha J
{"title":"Design of Manual Flame Weeder","authors":"Kousika S, M. A., Sudharsanapriya K, Swetha J","doi":"10.59256/ijire.2023040372","DOIUrl":"https://doi.org/10.59256/ijire.2023040372","url":null,"abstract":"Weed is one of the important factors in productivity loss in agricultural. It is a major problem in both conventional and organic production systems. The presence of weeds in the crop shared all the important nutrients that were required for the growth of the crop. Weed reduces crop production by 31.5% overall, with 36.5% in kharif and 22.7% in rabi. Weed management has become a highly labor-intensive activity, which is the reason for decreased yields and high costs. Moreover, the lack of skilled labor and weed-resistant herbicides severely impact the agriculture sector and food production, hence increasing the need for automation in agriculture. Flame weeding is an alternative method of weed control. Essentially, it is a supplement to other physical and mechanical processes used in organic production. Weed control costs have a large share of the total cost of crop production. This study aimed to investigate hand weed hoeing’s cost-effectiveness, accompanied by inter-row cultivation and flame weeding applied in organic maize production using two different machines to determine the economically best solution. For this purpose, the prototype flame weeder and commercial flame-weeding machinery were used. Key Word: Flaming, Flame Weeding, Butane, Weed, Crop, Heat","PeriodicalId":14005,"journal":{"name":"International Journal of Innovative Research in Science, Engineering and Technology","volume":"352 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-05-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72857980","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Productive Asset Management Methodology Technique in Virtual Machines to Increase CPU Utilization 提高CPU利用率的虚拟机生产性资产管理方法技术
A. Patil, Bharati Harsoor
{"title":"Productive Asset Management Methodology Technique in Virtual Machines to Increase CPU Utilization","authors":"A. Patil, Bharati Harsoor","doi":"10.59256/ijire.2023040373","DOIUrl":"https://doi.org/10.59256/ijire.2023040373","url":null,"abstract":"One of the technologies with the quickest growth is cloud computing, which is utilized in many applications where customers can access virtual machines (VMs) that are offered by cloud service providers in data centers. The ideal distribution should meet both the needs of users and service providers. A2OA, an adaptive Archimedes optimization algorithm, is the suggested mechanism for allocating resources in cloud computing. The optimization problem will be solved and user tasks will be distributed using this adaptive approach. The adaptive approach will combine the Seagull Optimization Algorithm with the Archimedes Optimization Algorithm (AOA) (SOA). The update procedure in the AOA will be improved. in cooperation with the SOA. The tasks will be distributed to the user optimally based on the proposed A2OA. In MATLAB, the suggested methodology will be put into practice, and results will be examined. Performance metrics such make span, load standard deviation, load ratio, user provider satisfaction level, response time, and convergence analysis will be used to assess how well the suggested methodology performs. The suggested approach will be contrasted with the traditional approaches, including the Genetic Algorithm (GA), Particle Swarm Algorithm (PSO), and Whale Optimization Algorithm (WOA), respectively. Key Word: Virtual machines, adaptive Archimedes optimization algorithm (A2OA), Seagull Optimization Algorithm (SOA), Genetic Algorithm (GA), maximum power, load ratio","PeriodicalId":14005,"journal":{"name":"International Journal of Innovative Research in Science, Engineering and Technology","volume":"86 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-05-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75142987","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Automated Driver Drowsiness Detection 自动驾驶员困倦检测
Shivam Dhiman
{"title":"Automated Driver Drowsiness Detection","authors":"Shivam Dhiman","doi":"10.59256/ijire.2023040370","DOIUrl":"https://doi.org/10.59256/ijire.2023040370","url":null,"abstract":"This project uses image processing and Python programming language to create an automatic sleepiness detection system for drivers. The system's objective is to develop an algorithm that can reliably gauge a driver's sleepiness under various circumstances by using real-time grayscale photographs. The driver will be observed by the system as it scans their face and eyelids for hypo vigilance, which is a precursor to tiredness. To properly determine the driver's level of sleepiness, the system entails three steps: feature selection, eye-pair state detection, and decision-making. The algorithm will differentiate between the two states on a collection of captured photos of both tired and awake drivers. To identify sleepiness in drivers, facial feature recognition algorithms has been employed, with an emphasis on the eye pair. Images will be taken with a mounted camera. For the system to successfully be integrated into current driver assistance systems, it will be measured on how well it is able to identify tiredness. The project's importance stem from its ability is to increase road safety by identifying driver sleepiness, a major contributing factor to accidents on the road. In conclusion, this research will significantly impact road safety by tackling the problem of accidents caused by drowsiness.","PeriodicalId":14005,"journal":{"name":"International Journal of Innovative Research in Science, Engineering and Technology","volume":"13 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-05-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82585576","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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