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Aprendizagem profunda e detecção de moeda com base no processamento de imagem

Aprendizagem profunda e detecção de moeda com base no processamento de imagem

M Aravaind Kumar; P Sheela; J Sri Mahalakshmi

Edicoes Nosso Conhecimento
2023
pokkari
Este livro resume as actividades financeiras realizadas a cada segundo por muitas pessoas, em que um dos activos mais importantes do nosso pa s s o as notas de banco. As notas falsas s o introduzidas no mercado para criar discrep ncias no mercado financeiro, mesmo que se assemelhem nota original. Actualmente, as abordagens de aprendizagem autom tica supervisionada (SML) para problemas de classifica o s o amplamente utilizadas. No caso de doen as m dicas, os resultados s o prometedores. Poucos autores aplicaram os algoritmos SML apenas na autentica o de moeda banc ria. Neste estudo, h v rias coisas que podem ser retiradas dos resultados da aprendizagem autom tica utilizando a an lise do n vel de erro e a rede neural convolucional.
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Auf Deep Learning und Bildverarbeitung basierende Währungsdetektion

Auf Deep Learning und Bildverarbeitung basierende Währungsdetektion

M Aravaind Kumar; P Sheela; J Sri Mahalakshmi

Verlag Unser Wissen
2023
pokkari
Dieses Buch fasst die finanziellen Aktivit ten zusammen, die in jeder Sekunde von vielen Personen durchgef hrt werden, wobei einer der wichtigsten Verm genswerte unseres Landes die Banknoten sind. Gef lschte Banknoten werden auf den Markt gebracht, um Diskrepanzen auf dem Finanzmarkt zu schaffen, auch wenn sie den Originalnoten hneln . Heutzutage werden berwachte maschinelle Lernans tze (SML) f r Klassifizierungsprobleme weithin verwendet. F r medizinische Krankheiten zeigen sie sogar vielversprechende Ergebnisse. Nur wenige Autoren haben SML-Algorithmen auf die Authentifizierung von Banknoten angewandt. In dieser Studie gibt es mehrere Dinge, die sich aus den Ergebnissen des maschinellen Lernens unter Verwendung der Error Level Analyse und des Convolutional Neural Network ableiten lassen .
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Détection de monnaie basée sur l'apprentissage profond et le traitement d'image

Détection de monnaie basée sur l'apprentissage profond et le traitement d'image

M Aravaind Kumar; P Sheela; J Sri Mahalakshmi

Editions Notre Savoir
2023
pokkari
Ce livre r sume les activit s financi res men es chaque seconde par de nombreuses personnes, dont l'un des actifs les plus importants de notre pays est le billet de banque . Les faux billets sont introduits sur le march pour cr er des divergences sur le march financier, m me s'ils ressemblent au billet original. De nos jours, les approches d'apprentissage automatique supervis (SML) pour les probl mes de classification sont largement utilis es. Pour les maladies m dicales, les r sultats sont m me prometteurs. Peu d'auteurs ont appliqu les algorithmes d'apprentissage automatique supervis l'authentification des billets de banque. Dans cette tude, plusieurs l ments peuvent tre tir s des r sultats de l'apprentissage automatique utilisant l'analyse du niveau d'erreur et le r seau neuronal convolutif.
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Rilevamento di valuta basato sull'apprendimento profondo e sull'elaborazione delle immagini

Rilevamento di valuta basato sull'apprendimento profondo e sull'elaborazione delle immagini

M Aravaind Kumar; P Sheela; J Sri Mahalakshmi

Edizioni Sapienza
2023
pokkari
Questo libro riassume le attivit finanziarie svolte in ogni secondo da molte persone, in cui uno dei beni pi importanti del nostro Paese sono le banconote. Le banconote false vengono introdotte nel mercato per creare discrepanze nel mercato finanziario, anche se assomigliano alle banconote originali. Al giorno d'oggi, gli approcci di apprendimento automatico supervisionato (SML) per i problemi diclassificazione sono ampiamente utilizzati. Per le malattie mediche i risultati sono addirittura promettenti. Pochi autori hanno applicato gli algoritmi SML solo all'autenticazione delle banconote. In questo studio, ci sono diversi elementi che possono essere ricavati dai risultati dell'apprendimento automatico utilizzando l'analisi del livello di errore e la rete neurale convoluzionale.
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Injector de anestesia baseado em IOT através de robô

Injector de anestesia baseado em IOT através de robô

M Aravind Kumar; K M Unnisha Begum

Edicoes Nosso Conhecimento
2023
pokkari
Este livro resume as principais opera es que s o efectuadas para remover ou reconstruir as partes infectadas do corpo humano. Estas opera es provocam perda de sangue e dor. Por isso, necess rio parar a dor e a perda de sangue. A anestesia desempenha um papel importante na parte do analg sico. Omicrocontrolador utilizado para realizar a opera o de injec o de anestesia, sendo indicada a quantidade a injectar e o momento em que o medicamento deve ser injectado. O microcontrolador indica a quantidade a injectar e a hora no dispositivode visualiza o. A bomba de infus o de seringa est ligada mecanicamente ao motor.
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IOT-basierter Anästhesie-Injektor durch Roboter

IOT-basierter Anästhesie-Injektor durch Roboter

M Aravind Kumar; K M Unnisha Begum

Verlag Unser Wissen
2023
pokkari
Dieses Buch fasst die wichtigsten Operationen zusammen, die durchgef hrt werden, um die infizierten Teile des menschlichen K rpers zu entfernen oder zu rekonstruieren . Diese Operationen f hren zu Blutverlust und Schmerzen. Daher ist es notwendig, die Schmerzen und den Blutverlust zu stoppen. DieAn sthesie spielt eine wichtige Rolle im Bereich der Schmerzbek mpfung. DerMikrocontroller wird zur Durchf hrung derAn sthesie-Injektion verwendet, wobei die zu injizierende Menge und der Zeitpunkt, zu dem das Medikament injiziert werden soll, angegeben werden. Der Mikrocontroller zeigt die zu injizierende Menge und den Zeitpunkt auf dem Display an . Die Spritzeninfusionspumpe ist mechanisch mit dem Motor verbunden.
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Injecteur d'anesthésie par robot basé sur l'IOT

Injecteur d'anesthésie par robot basé sur l'IOT

M Aravind Kumar; K M Unnisha Begum

Editions Notre Savoir
2023
pokkari
Ce livre r sume les principales op rations r alis es pour retirer ou reconstruire les parties infect es du corps humain. Ces op rations entra nent des pertes de sang et des douleurs. Il est donc n cessaire d'arr ter la douleur et la perte de sang. L'anesth sie joue un r le important dans l'apaisement de la douleur. Lemicrocontr leur est utilis pour effectuer l'op ration d'injection d'anesth sie, o laquantit injecter et l'heure laquelle le m dicament doit tre inject sont fournies. Le microcontr leur affiche la quantit injecter et l 'heure sur le dispositif d'affichage . La pompe seringue est reli e m caniquement au moteur.
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Iniettore per anestesia basato su IOT tramite robot

Iniettore per anestesia basato su IOT tramite robot

M Aravind Kumar; K M Unnisha Begum

Edizioni Sapienza
2023
pokkari
Questo libro riassume le principali operazioni che vengono eseguite per rimuovere o ricostruire le parti infette del corpo umano. Queste operazioni comportano perdita di sangue e dolore. Pertanto, necessario arrestare il dolore e la perdita di sangue. L'anestesia svolge un ruolo importante nell 'ambito dell'analgesia. Ilmicrocontrollore viene utilizzato per eseguire l'operazione di anestesia per via parenterale, dove vienefornita la quantit da iniettare e il momento in cui il farmaco deve essere iniettato. Il microcontrollore visualizza la quantit da iniettare e l'ora nel dispositivo divisualizzazione . La pompa di infusione a siringa collegata meccanicamente al motore.
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Iot Based Smart Agriculture System

Iot Based Smart Agriculture System

M Aravind Kumar

Lap Lambert Academic Publishing
2023
pokkari
This book summarizes the exponential growth of the world population, according to the UN Food and Agriculture Organization, the world will need to produce 70% more food in 2050, shrinking agricultural lands, and depletion of finite natural resources, the need to enhance farm yield has become critical. Limited availability of natural resources such as fresh water and arable land along with slowing yield trends in several staple crops have further aggravated the problem. This testing phase of the project justifies that this book can be used in a real-time farming environment. Also, the project was developed after studying the market requirement which makes it extremely suitable in the context of present scenarios. The post-survey result provides that the system is useful in real-time scenarios and end users are interested in using this system.
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Fast Image Encryption Based on Random Image Key

Fast Image Encryption Based on Random Image Key

M Aravind Kumar

Lap Lambert Academic Publishing
2023
pokkari
This book summarizes that information technology is significant in supporting computer applications to many users and establishments worldwide like information security, information hiding, and information retrieval. All users, who use multimedia such as images, audio, video, and text, may need to protect information from attacks while sending or receiving them through channels. The proposed algorithm gives good results by applying some statistical tests as well the proposed algorithm achieved encryption rates of about 0.134136 and 0.106204 for decryption rate. Finally, it is possible to encrypt partial images instead of full image encryption. Also, it can be applied as a block cipher instead of a stream cipher to get good results. As well as it can be developed by compression of the plain image with an image key to reducing the cost of data transition.
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IOT Based Anaesthesia Injector through Robot

IOT Based Anaesthesia Injector through Robot

M Aravind Kumar; K M Unnisha Begum

Lap Lambert Academic Publishing
2023
pokkari
This book summarizes Major operations are performed to remove or reconstruct the infected parts in the human body. These operations will lead to blood loss and pain. Therefore, it is necessary to arrest the pain and the blood loss. Anesthesia plays an important role in the part of painkilling. In which microcontroller is made use of to perform anesthesia injecting operation, where the quantity to be injected and the time at which the drug should be injected is provided. The Microcontroller displays the quantity to be injected and the time in the display device. Syringe infusion pump is mechanically connected to the motor.
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