It's no secret that security systems rely heavily on image processing because of its versatility. Two-dimensional visuals, intricate algorithms, and instantaneous decision-making are all challenges that must be me...
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ISBN:
(纸本)9798350336009
It's no secret that security systems rely heavily on image processing because of its versatility. Two-dimensional visuals, intricate algorithms, and instantaneous decision-making are all challenges that must be met by the system. It is possible to optimize the system at one of four stages: preprocessing, feature extraction, Lip detection, and Recognition. Using modern computing hardware and software, we can create a system that is both easy to use and exactly what we need. Unfortunately, as more characteristics are added, the complexity of implementing these algorithms grows. The process is improved through the development of novel approaches, tools, and strategies. Machine learning and AI techniques have recently been applied to image processing applications. Standard methods of authentication, such as passwords and PINs, are becoming increasingly insecure. Physical and biological characteristics that are unique to each individual provide the best level of security. It is vulnerable to guessing and theft in business and public computer networks. Plastic cards, smart cards, and computer token cards all have non-security flaws in the form of forgery, loss, corruption, and inaccessibility. Identifying techniques based on biometrics have several applications in forensics, finance, and other fields. Voluntary action from the past has the drawbacks of being difficult to implement and not adaptable for covert uses, such as in surveillance applications. Lip image audit and verification during biometrics record keeping is prone to human error. Image quality of the lips is more easily obtained than fingerprint images. Only about five percent of the population has imperfect fingerprints and cannot be verified. Reasons include but are not limited to dry skin, diseased skin, elderly skin, wounded skin, calloused finger, oriental skin, bandaged finger, narrow finger, smeared sensor on reader, etc. Varying lighting conditions are widely recognized as one of the most crucial aspec
Block interception attack, also known as block withholding attack, is an attack method in the blockchain. The attacker penetrates the target mining pool for passive mining to destroy the target mining pool. This paper...
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This research investigates the efficacy of various machine learning algorithms in detecting malware. Utilizing a dataset of 20,000 observations with 33 features,28 classification algorithms are applied and evaluated t...
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In the financial markets, artificial intelligence technology is widely used for stock forecasting. The precision of forecast results and the timing of transactions are crucial. In this paper, ten stocks from the U.S. ...
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Students frequently experience issues while taking notes, which interferes with their ability to study. There are many reasons students miss to take notes in college. Without notes, they might miss on important inform...
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Client prediction of churn is a difficult field of study that adds to client retention strategies. In a saturated and competitive market, telecommunications companies must rely on a viable churn customers prediction m...
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Arduino Uno - Powered Parking Guidance System with Ultrasonic Sensors"is a smart and innovative solution for simplifying the parking process in crowded urban environments. This paper leverages the power of Arduin...
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ISBN:
(纸本)9798350328042
Arduino Uno - Powered Parking Guidance System with Ultrasonic Sensors"is a smart and innovative solution for simplifying the parking process in crowded urban environments. This paper leverages the power of Arduino Uno microcontroller and ultrasonic sensors to create a cost-effective and efficient parking assistant system. The primary objective of this paper is to assist drivers in parking their vehicles accurately and safely by providing real-time feedback on the distance between the vehicle and obstacles in its vicinity. Ultrasonic sensors are used to detect the presence of obstacles, calculate the distance to these obstacles, and relay this information to the driver through visual and auditory cues. This research comprises an ultrasonic sensor module, an Arduino Uno microcontroller, and a visual display, such as an LCD or LEDs. The ultrasonic sensor emits high-frequency sound waves and measures the time it takes for these waves to bounce back after hitting an obstacle. Using this data, the Arduino Uno calculates the distance to the obstacle and displays it on the chosen output device. The system provides precise distance measurements, allowing drivers to gauge their proximity to obstacles accurately. Drivers receive immediate feedback through a visual display, making parking safer and more convenient. The use of readily available components and open-source Arduino programming makes this parking assistant an affordable alternative to commercial parking aids. The system is designed for ease of use, with clear and intuitive distance information that assists drivers of all skill levels. Users can adapt the system to suit their preferences, including configuring different alert thresholds or integrating additional features like audible alarms. This Ultrasonic Sensor Parking Assistant with Arduino Uno offers a versatile and accessible solution for urban parking challenges, enhancing safety and convenience for drivers while promoting DIY electronics education. Its potent
Agriculture plays an important role in the economy of any *** half of the population of developing countries is directly or indirectly connected to the agriculture *** farmers do not choose the right crop for cultivat...
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Agriculture plays an important role in the economy of any *** half of the population of developing countries is directly or indirectly connected to the agriculture *** farmers do not choose the right crop for cultivation depending on their soil type,crop type,and climatic requirements like *** wrong decision of crop selection directly affects the production of the crops which leads to yield and economic loss in the *** parameters should be observed such as soil characteristics,type of crop,and environmental factors for the cultivation of the right *** decision-making is time-taking and requires extensive ***,there should be an automated system for the right crop recommendation to reduce human efforts and *** automated crop recommender system should take these parameters as input and suggest the farmer’s right ***,in this paper,a long short-term memory Network with an attention block has been *** proposed model contains 27 layers,the first of which is a feature input *** exist 25 hidden layers between them,and an output layer completes the *** these levels,the proposed model enables a successful recommendation of the ***,the dropout layer’s regularization properties aids in reduction of overfitting of the *** this paper,a customized novel long short-term memory(LSTM)model is proposed with a residual attention block that recommends the right crop to *** metrics used for the proposed model include f1-score,recall,precision,and accuracy attaining values as 95.69%,96.56%,96.9%,and 97.26%respectively.
Regression testing is a crucial phase of the testing practice as it ensures stability and functionality of the system. It repeats test cases from the previous versions to ensure that the original function of the syste...
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With effective soil management, which lowers the costs associated with soil erosion, improves water utilisation, and other factors, soil data analysis can offer vital information to raise agricultural yield and nutrie...
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