{"title":"CONTRIBUTION TO THE AUTHENTICITY OF DIGITIZED HANDWRITTEN SIGNATURES THROUGH DEEP LEARNING WITH RESNET-50 AND OCR","authors":"Novateur Publications, Tsanta Christelle, Nadège Ralaibozaka, Maminiaina Alphonse Rafidison, Hajasoa Malalatiana Ramafiarisona","doi":"10.26662/ijiert.v11i3.pp20-25","DOIUrl":"https://doi.org/10.26662/ijiert.v11i3.pp20-25","url":null,"abstract":"This paper explores the contribution of authenticity to digitized handwritten signatures using a deep learning-based approach, implementing ResNet-50 and optical character recognition (OCR). Signature authentication is a crucial issue in various fields, such as transaction security, protection of official documents, and fraud prevention. Our approach aims to improve the reliability of signature verification systems by exploiting the advanced capabilities of deep neural networks. Experimental results demonstrate a high authentication accuracy of 94% on our collected database and 100% on ICDAR 2011, validating the effectiveness of the proposed approach. The advantages of this method include more excellent resistance to circumvention techniques, adaptability to different signature styles, and robustness against intentional tampering.","PeriodicalId":517765,"journal":{"name":"International Journal of Innovations in Engineering Research and Technology","volume":"67 11","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140376293","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}
{"title":"Automatic Control of a Wheeled Robot","authors":"Novateur Publications, Ratsimbalison Ralaitsitohaina, Tafitasoa Carlos, Ratsimba Mamy Nirina, Ramafiarisona Hajasoa Malalatiana","doi":"10.26662/ijiert.v11i2.pp1-6","DOIUrl":"https://doi.org/10.26662/ijiert.v11i2.pp1-6","url":null,"abstract":"This work aims to automatically control a wheeled robot from a specific location A to another B. We assume the robot’s trajectory is straight (the line (AB)). To solve this problem, we need the coordinates of point A and point B, i.e., the position sensor's state. A microcontroller must then process this information. Next, the variation in coordinates mean displacement, and this variation depends on speed, so we also interest in speed here. Finally, for the robot to arrive at point B, its direction of movement must be the same as the direction of (AB). The direction depends on the orientation angle of the moving robot.","PeriodicalId":517765,"journal":{"name":"International Journal of Innovations in Engineering Research and Technology","volume":"108 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140285856","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}
Mr. Kiran, H. Wagh, Ms. Tejashri Hipparge Ms. Anjali, Mali Ms. Suhani, Kamble Ms, Saniya Shaikh
{"title":"TECH SAVVY: SMART TROLLEY 2.0 INNOVATION SYSTEM","authors":"Mr. Kiran, H. Wagh, Ms. Tejashri Hipparge Ms. Anjali, Mali Ms. Suhani, Kamble Ms, Saniya Shaikh","doi":"10.26662/ijiert.v11i2.pp104-107","DOIUrl":"https://doi.org/10.26662/ijiert.v11i2.pp104-107","url":null,"abstract":"The proposed Internet of Things (IoT)-based Smart Shopping Cart aims to eliminate the time-consuming and quality issues associated with waiting in supermarket queues. It consists of RFID sensors, Arduino microcontroller, Wi-Fi module, and a mobile application. RFID tags and readers read product information, which is displayed on the mobile app. The system can be easily implemented and tested on a commercial scale, making it more competitive than other models.","PeriodicalId":517765,"journal":{"name":"International Journal of Innovations in Engineering Research and Technology","volume":"419 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140417327","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}
Mr. Kiran, H. Wagh, Mr. Samarth Mandrupkar, Mr. Nimish, Vaddepalli Mr. Pranav, Pogul Mr, Shubham Vidap
{"title":"ESSENCE SYNC: PIONEERING PERSONALIZED WELLNESS TECHNOLOGY","authors":"Mr. Kiran, H. Wagh, Mr. Samarth Mandrupkar, Mr. Nimish, Vaddepalli Mr. Pranav, Pogul Mr, Shubham Vidap","doi":"10.26662/ijiert.v11i2.pp100-103","DOIUrl":"https://doi.org/10.26662/ijiert.v11i2.pp100-103","url":null,"abstract":"ESSENCESYNC is a revolutionary personalized wellness technology that uses sensors, real-time data analysis, and communication systems to revolutionize healthcare. The platform uses sensors like temperature, accelerometer, pulse, and ECG to track vital signs and health parameters. It provides actionable insights to users, allowing them to track progress over time. The platform also ensures timely communication of critical health information through SMS alerts. Its seamless integration with healthcare providers allows for remote monitoring and collaboration, facilitating early detection of health issues and personalized treatment strategies. The technology also ensures compliance with regulatory standards like HIPAA. ESSENCESYNC's potential benefits extend beyond individual wellness, including enhanced doctor-patient communication, improved patient engagement, and early detection of health risks. Its continuous innovation and exploration of AI and machine learning algorithms further enhance its predictive capabilities.","PeriodicalId":517765,"journal":{"name":"International Journal of Innovations in Engineering Research and Technology","volume":"117 17","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140422215","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}
{"title":"RESEARCH ON THE SIGNIFICANCE OF READING COMPREHENSION TASKS IN MASTERING RUSSIAN LANGUAGE LESSONS IN HIGHER EDUCATION","authors":"Umirova Komila Умирова","doi":"10.26662/ijiert.v11i2.pp88-90","DOIUrl":"https://doi.org/10.26662/ijiert.v11i2.pp88-90","url":null,"abstract":"Reading comprehension in an article is the ability to understand the meaning of the text being read, the ability to interpret it and form an attitude to what has been read. That this is the most important skill that students are taught in elementary school, literal understanding. The first level of comprehension is the repetition or re-creation of the text, highlighting basic information, identifying the main characters, etc. It is said to have the ability to identify the month, place, time, chronology, plot, movement.","PeriodicalId":517765,"journal":{"name":"International Journal of Innovations in Engineering Research and Technology","volume":"13 11","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140434423","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}
{"title":"ON THE INEQUALITIES CONCERNING POLYNOMIAL-EXPONENTIAL BOUNDS FOR INVERSE TRIGONOMETRIC FUNCTION","authors":"M. Ramkrishna, Dhaigude, B. Sumedh, Thoo l","doi":"10.26662/ijiert.v11i2.pp91-99","DOIUrl":"https://doi.org/10.26662/ijiert.v11i2.pp91-99","url":null,"abstract":"Recent research works on mathematical inequalities shows the importance bounds of polynomial-exponential type for various functions.","PeriodicalId":517765,"journal":{"name":"International Journal of Innovations in Engineering Research and Technology","volume":"38 16","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140434910","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}
{"title":"IOT ENABLED SMART ADVERTISEMENTS RECOMMENDER FOR SHOPPING MARTS","authors":"Muhammad Tauseef, Shahrukh Saleem Qureshi","doi":"10.26662/ijiert.v11i2.pp75-87","DOIUrl":"https://doi.org/10.26662/ijiert.v11i2.pp75-87","url":null,"abstract":"Product advertisement is very crucial in a successful business for several reasons, Advertisement helps increase the visibility of a product. With so many products available in the market, effective advertisement ensures that your product stands out and reaches a wider audience. Advertising a product is also a way to build and reinforce brand awareness. Consistent advertisement helps in creating a strong brand image in the minds of consumers, also the consumers will remember and choose their products when making a purchase. Continuous and strategic product advertisement is essential for the long-term success of a business. It helps in maintaining visibility, adapting to market changes, and staying relevant in the eyes of consumers. Product advertisement can indeed present various challenges, and addressing these challenges effectively is crucial for a successful marketing campaign that is 1) Small company budgets can restrict the range and effectiveness of products advertisement activities 2) Evolving consumer preferences and behaviours can make it difficult to predict how to effectively reach your audience 3) If your brand is not well-known, getting attention for your product can be a hurdle 4) Not fully understanding your target audience can lead to ineffective advertisement strategies. However, the Internet of Things (IoT) plays a significant role in product advertisement and overcome the above listed issues by providing innovative ways to enhance customer engagement, streamline marketing efforts, and gather valuable data for targeted campaigns. This Research investigate the real-time product advertisements using IoT devices and allowing different companies businesses to monitor the advertisement campaigns instantly and remotely for targeted products over different marts and different city locations. We achieved successful results on each remote location as well as targeted mart using ESP-8266 WiFi deployed on each product shelf. In this architecture the overall communication held over the http protocol using RestFul API and Arduino.","PeriodicalId":517765,"journal":{"name":"International Journal of Innovations in Engineering Research and Technology","volume":"13 3","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140436653","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}
{"title":"BLEACHING OF CRUDE PALM OIL BY ACTIVATED NISE CLAY: PROCESS KINETICS, ISOTHERM AND THERMODYNAMIC STUDIES","authors":"Nweke Chinenyenwa Nkeiruka, Nwokedi Ikenna, Chukwudi","doi":"10.26662/ijiert.v11i2.pp55-71","DOIUrl":"https://doi.org/10.26662/ijiert.v11i2.pp55-71","url":null,"abstract":".","PeriodicalId":517765,"journal":{"name":"International Journal of Innovations in Engineering Research and Technology","volume":"14 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140444582","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}
{"title":"DEVELOPMENT OF AN EXPERIMENTAL INSTALLATION WITH A BUNKER-FEEDER AND ITS DESCRIPTION","authors":"Maksad Axmedov, Akramjon Sarimsakov, Xamidulla Isaxanov","doi":"10.26662/ijiert.v11i2.pp72-74","DOIUrl":"https://doi.org/10.26662/ijiert.v11i2.pp72-74","url":null,"abstract":"In the article, after the ginning process in cotton ginning enterprises, ginned seeds are analyzed. A device is recommended for extracting the seeds that have fiber that can be spun from inside them (non-ginned), and the working scheme and principle of operation of the device are presented.","PeriodicalId":517765,"journal":{"name":"International Journal of Innovations in Engineering Research and Technology","volume":"204 2","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140443593","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}
{"title":"DETERMINING THE INFLUENCE ON THE QUALITY INDICATOR OF COTTON FIBER DURING THE CLEANING PROCESS OF COTTON RAW MATERIALS IN A UHK INSTALLATION","authors":"Kozokov Saidmukhtar, Olimjon, Muradov Rustam, Muradovich","doi":"10.26662/ijiert.v11i2.pp49-54","DOIUrl":"https://doi.org/10.26662/ijiert.v11i2.pp49-54","url":null,"abstract":"In this article, we have studied to what extent cotton fiber affects quality indicators in the process of cleaning cotton at the UHK unit with large impurities. At the same time, tables and graphs were formed on the UHK unit to what extent they affect the quality indicators and the fiber quality indicators of these samples were identified in the HVI system, taken for a sample after cleaning raw cotton.","PeriodicalId":517765,"journal":{"name":"International Journal of Innovations in Engineering Research and Technology","volume":"233 ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140445995","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}