Different mathematical models, Artificial Intelligence approach and Past recorded data set is combined to formulate Machine Learning. Learning uses different learning algorithms for types of has been classified into three types. The advantage this that it Neural Network based on the error rates, adjusts weights improve itself in further epochs. But, works well only when features are defined accurately. Deciding which feature select needs good domain knowledge makes developer dependable. lack...

Electrocardiogram (ECG) signals are the best way to monitor functionality and health of cardiovascular system also identify ailments related it. Abnormal heartbeats reflected in ECG pattern such abnormal called as Arrhythmias. Automated classification identification arrhythmia signal that provides faster more accurate result is increasingly becoming need moment. Various machine learning skills have been applied advance accuracy results increase speed robustness models. A lot focus has given...

This paper gives a perspective about how Google Maps, one of the world's most influential application works.Google Maps was initially coded in C++ programming language by its founders -Lars and Jens Eilstrup Rasmussen.Formerly it named 'Where 2 Technologies', which later acquired Inc. 2004, renamed this web-application to Maps.Earlier had limited features restricted navigation, but today provides overwhelming like street-view, ETA other such intriguing features.It an overview algorithms...

Internet of Things (IoT) is the technology that helps in communication between machines, circuits, and different types devices. This feature has applications health care industry to benefit as sensors, actuators, hardware support behind IoT. In sector, case an emergency, it very crucial know exact location patient so critical services can be made available at right time place. problem solved by using GPS coordinates. this paper, IoT device which locates coordinates patients server. Moreover,...

This study addresses the prompt injection attack based vulnerability in large language models, which poses a significant security concern by allowing unauthorized commands attackers to manipulate outputs produced model. Text classification methods used for detecting these malicious prompts are investigated on dataset obtained from Hugging Face datasets, utilizing combination of natural processing-based techniques applied various machine learning and deep algorithms. Multiple vectorization...

Deep Learning, a branch of Machine Learning is rapidly expanding field in the Industry 4.0 revolution. The number applications are enormous - finding multiple uses single domain. enhances current research and provides better perception to wide spectrum domains, including Music Information Retrieval. an art, that widely celebrated worldwide, with countless songs being released or published every day. can be classified into many "genres". A statistical study conducted 2018 shows there more...

This research paper demonstrates a virtual fitness trainer, using Google's Mediapipe library, which was made for various multimodal machine learning and deep pipelines. By monitoring the user's every step with posture estimation algorithms, suggested system can provide useful feedback insights as they work out. Mediapipe's algorithms module are utilized to develop this novel system, captures user movements by identifying unique body landmarks each exercise. The also keeps track of total...

Images and videos can be spread very conveniently using social media platforms like WhatsApp Facebook. The authenticity of this information cannot verified easily but it spreads swiftly. Fake images or are a new threat for people as they false rumors. Advances in technology have given rise to several techniques that generate fake videos. Deepfakes spliced some the results such advances. They pose great menace internet Tackling detecting an entity is tricky task. Our paper portrays technique...

Pneumonia is one of the most prominent causes mortality in children who are below age five years parts globe. Hence, adequate pneumonia diagnosis paramount importance and what drove this research effort which has led to development two transfer learning-based ensemble models. One proposed models classifies chest radiographs into normal cases with outputs being generated from VGG-16, Inception-v3, custom-made convolutional neural networks, PneumoNet-v1 PneumoNet-v2. The second model...

According to the World Health Organization, diseases such as malaria and dengue account for almost one million deaths every year. Carrier mosquitoes a particular disease remain exclusive it. A majority of carrier spread throughout region by reproducing in With advancements Machine Learning Computer Vision technologies, species can be easily swiftly detected using recordings their wing movements. The wingbeats mosquito are unique, making this reliable method identify them. Once these...

Urbanization has presented opportunities of progress which attracted people from rural areas to the cities thus leading mass migration. This migration been going on for decades all around globe and reached a point saturation. The area city remains same but population density increased multiple times. Commuting work is scene chaos roads. Though there are modes public transport, roadway major mode commute load roadways ever increasing due rise in population. There hardly any scope expand...

Covid-19 is a highly contagious disease that caused by new coronavirus called the SARS-CoV-2. To control spread of this it imperative to maintain distance between people because can’t be possible know at all times if person infected or not. Social distancing while maintaining minimum 6-ft recommended WHO. The project aims using Artificial Intelligence enforcing social in public places constantly monitoring video feed and alerting responsible so as required actions can taken. This very easily...

Finance is one of the main pillars on which an economy grows. Having a precise understanding how financial market works corroborates greater monetary returns. Stock Markets are established for general public to own piece company and state ownership whereas gains funds from used expansion business return profits investor based amount investment. However choosing company's stock buy most challenging task. Exhaustive research study about company, their way working, history, place in market,...

Genomics and bioinformatics have grown as an independent field are area of active research currently. In this work, we first discuss the idea genome, its importance wide-ranging applications in healthcare medicine. We then give a brief overview various file formats used presently to store manipulate genomic data along with their benefits shortcomings. Moving on, analyze elaborate on how parallel distributed computing can help processing large files more importantly address problem pattern...

The history of the Indian railway dates back to over 160 years. Since then, manual verification passenger tickets has been practiced by ticket examiners. This process is very wasteful, in terms resources, and also tends be inconvenient for passengers at times. project aims alleviating problems modernizing conventional checking system application computer vision techniques. system's goal create a scalable efficient approach order eliminate need carrying which reduces usage paper as well...

An important aspect of human beings is their ability to display emotions. Emotions form the basis intimate means communications between one another. Recognition emotions displayed via facial expression with help a computer could prove be very powerful too. In recent years, an increased number intelligent systems are using emotion recognition improve interaction. These cause constant changes in operation based on humans. this paper, we propose architecture convolutional neural network (CNN)...