In the present world a lot of data is generated via twitter, Instagram, WhatsApp etc. in different languages. It is important and necessary task to detect the offensive language among those data to create healthy and ...
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Due to its potential uses in a number of industries, including healthcare, security, and entertainment, human aberrant activity identification has attracted a lot of interest lately. Real-time detection and classifica...
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Blockchain-enabled vault for evidence management systems have played an important role in the judicial system to provide an efficient, convenient, and secure access system over the cloud. Criminal record-keeping is a ...
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The evolution of Artificial Intelligence (AI), Machine Learning (ML), and Deep Learning (DL) has introduced deepfake technology. Deepfake technology is a form of digital manipulation that alters video, image, and audi...
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The number of reported instances of cyber abuse has also increased in tandem with the growth in the quantity of people that are regularly using the internet. Users' online freedom and privacy are jeopardized by su...
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In the task of public opinion sentiment analysis, short-text sentiment analysis and public opinion network sentiment evolution models play a crucial role. This paper provides an in-depth discussion of public opinion s...
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Weeds are unwanted plants in agriculture that compete with crops for nutrients, water, and space, resulting in reduced crop production. Farmers often use pesticides to control weeds, but some pesticides may remain on ...
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According to statistics, 8% of the population cannot interpret sign language during conversations with deaf individuals. This creates a pressing need for sign language communication with many finding it challenging to...
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ISBN:
(纸本)9798350372748
According to statistics, 8% of the population cannot interpret sign language during conversations with deaf individuals. This creates a pressing need for sign language communication with many finding it challenging to communicate effectively without the assistance of an interpreter. The goal is to recognize a wide range of sign language variations and produce corresponding voice outputs facilitating seamless communication for deaf and hard-of-hearing people. This research work deals with the basic understanding of the problem statement and analyses the various techniques present in the existing era of sign language translation. Our objective is to recognize a diverse array of sign language variations and generate corresponding voice outputs in real-time, thereby fostering effective communication for the deaf and hard-of-hearing community. Through a comprehensive analysis of existing techniques in sign language translation, the necessity for advanced computational solutions capable of accommodating the intricacies of sign language gestures and expressions has been determined. The proposed methodology utilizes R-CNN, a state-of-the-art object detection framework, which is known for its accuracy in identifying objects present within images. By integrating R-CNN to recognize and interpret sign language gestures, this study intends to achieve robust performance across a spectrum of sign language variations. A significant aspect of this research study lies in its delineation of the computing environment requisite for implementing real-time sign language translation. By synthesizing theoretical frameworks with practical considerations, this study offers a comprehensive analysis for developing and deploying real-time sign language translation solutions. The proposed implementation has resulted in an accuracy of 92.25%. This research study significantly describes the computing environment and factors to be included to implement the same as a real-time application for transla
The meteoric advancement of Internet of Things technology has facilitated the integration of various devices and systems into our daily lives. In particular, the field of e-healthcare has witnessed significant develop...
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Given the current environment, in which the appearance of fresh diseases has become a regular occurrence and human immunity seems to be declining, it is critical that basic healthcare services be made available to eve...
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