In this era of advanced technology, where everything is going online, from shopping to education, there may be ways get an automated, personalised trainer and mentor for yoga meditation. Yoga one the best exercises maintaining good physical mental health. But what if done incorrectly? It can harmful our bodies, so a need who available 24 x 7 assist you with poses provide immediate feedback in order maintain healthy wealthy body. model, we are coming up idea providing real-time posture...

A number of systems have been proposed to deal with the issue automatic emotion detection from facial images. The challenges in this field research are enormous. face complexion different persons belongs regions globe, accessories, and poses further made challenging. expression system has based on a principal component analysis (PCA) approach feature-based technique (FBT). considered four categories emotions: happy, normal, surprising, sad. Overall recognition accuracy achieved is 98.09%....

Adopting current fashion trends for both apparel and accessories has now become a necessary component of day-to-day life. It creates confidence helps make someone likeable. People are following new placing greater demand goods as they more concerned with their appearance. Many people entering the textile industries items rises. But this trip also involves changes in fashion. Based on how long trend lasts, there many sorts lifecycles. The lifecycle given is defined "normal" by its average...

One of the most deadly conditions that can afflict both children and adults is a brain tumor. Brain tumors progress rapidly, decreasing patient’s probability survival if they are not effectively treated. The importance finding cancers early cannot be overstated. For variety reasons, including intricacy neuronal structure size, as well form brain, diagnosing challenging. frequent methods for detecting localising tumor magnetic resonance imaging (MRI). Due to complexity their qualities, manual...

The e-commerce enterprise is undergoing a profound transformation through the integration of augmented reality (AR) and virtual (VR) technologies. This research paper explores modern effect AR VR on e-trade web sites, ushering in new technology interactive immersive online shopping. empower customers to engage with merchandise exceptional ways. Augmented truth offers users ability visualize their real-international surroundings, offering tangible revel that bridges gap between offline...

The Olympics are one of the major international sports that occur once in every four years. So, athletes come from all over world to compete with each other. Every country should analyze evaluate previous performance will identify past mistakes and help them grow future. analyzing data on different parameters give us a statistical overview various factors lead development Olympic sports. To dataset draw conclusions, we employed variety Python modules like 'NumPy', 'seaborn', 'matplotlib',...

Blockchain, which has recently received a lot of attention, wide range uses. Bitcoin, widely used cryptocurrency, employs blockchain technology to authenticate transactions without relying on central structure, thereby solving the problem double spending. Consequently, application that uses as its core ensures authenticity data. The research concept is based decentralised demonstrate customers do not primarily rely stores evaluate legitimacy products. This study describes architecture free...

Since podcasting started, the field has grown slowly and steadily, eventually becoming a major trend in making content for social media. As world becomes more hectic, podcast format gained immense popularity. Audio enables multitasking among listeners. The fact that listener may control playback is one of most tempting parts downloading episodes. Particularly while listening to interview podcasts, it much convenient be able choose speed fast-forward or rewind. Because cross-platform mobile...

Driver fatigue and drowsiness are major causes of traffic accidents. Globally, the number casualties fatalities increases each year. These accidents cause a lot serious fatal injuries year, which is very expensive for both individuals governments. Many drivers suffer from as result their long workdays, insufficient sleep, fatigue. Due to reduced concentration, awareness, control over vehicles, tired just dangerous drunk ones. The goal this research study provide an overview ADAS (Advanced...

This study aims to enhance campus security and real-time monitoring through the development of an intelligent surveillance system. Computer vision face recognition technologies, specifically Haar-cascade algorithm implemented using OpenCV are utilized. The system captures images from multiple cameras at various checkpoints employs detection feature extraction algorithms identify individuals. By comparing detected faces with a database authorized individuals, unauthorized individuals can be...

Facial expression recognition (FER) serves as a rapidly developing and important research space in the domain of pattern identification. Nonverbal communication plays big part daily life, it accounts for roughly 55% to 93% all communication. Robotics, video footage, recognition, home automation, electronic games, patient monitoring, mood disorders anxiety diagnosis, psychoanalysis, paralinguistic are effective applications facial A thorough analysis FER is provided this paper. The literature...

In a time when deepfakes are eroding the reliability of digital media, our innovative research introduces multi-faceted framework that achieves unprecedented levels detection accuracy. Boasting 97% success rate in verifying visual content and an almost unblemished 98.5% audio analysis, system serves as formidable barrier against malicious alteration assets. Central to model's stellar performance is seamless integration convolutional neural networks (CNNs) with ReLU activation mechanisms, all...

The criminal justice system faces the challenge of effectively combating crime while respecting rights individuals. In recent years, machine learning has emerged as a powerful tool to assist law enforcement agencies, legal professionals, and systems in addressing this challenge. This research study explores application techniques various aspects analysis, including predictive policing, forecasting, suspect identification, risk assessment. study, different data sources are used train evaluate...

This paper delves into the pervasive threat of phishing in e-commerce sector, where adversaries impersonate financial institutions to perpetrate identity theft. The modus operandi involves sending deceptive emails urging users click on fraudulent links, leading them fake websites mimicking authentic ones. Focused URL-based detection, study employs sophisticated algorithms and machine learning techniques, utilizing a dataset for training testing identify URLs. outlines various types attacks,...

The integration of facial recognition technologies with the monitoring vital signs, especially blood pressure (BP) and oxygen saturation (SpO2) measurements, has emerged as a promising approach in healthcare quality management. Facial SpO2 detection represent major advance health wellness monitoring, providing seamless comprehensive to individual well-being. As technology continues evolve, this system potential improve how we manage healthcare, delivering positive outcomes improving lives...

The proliferation of mobile applications in the digital age has introduced a captivating yet disconcerting dimension to human behavior and technology interaction. Mobile applications, ranging from social media platforms games productivity tools, have gained notoriety for their potential foster addiction-like behaviors users. This research paper delves into intricate realm psychology behind addictive technology, seeking illuminate multifaceted dynamics that underlie this contemporary...

Gender detection assumes a vital role in different spaces, including security, promotion, medical care, and the human-PC connection. This examination paper presents strong, constant gender framework light of profound learning procedures custom-made for video transfers. The meaning lies its capacity to give prompt bits knowledge into socioeconomics unique conditions. In this review, we influence convolutional neural network (CNN) design characterization because viability taking care visual...