Search

Classifying vehicles in real time was necessary to manage and plan road traffic and avoid frequent traffic jams, traffic violations, and fatal traffic accidents. However, detecting vehicles at night presents a significant challenge, requiring the classification algorithm to be tested under diverse conditions, such as rainy weather, cloudy weather, low illumination, and others, which makes identifying vehicles a complicated task. This paper detected and classifiess vehicle through YOLO-v2, ResNet50, and an optimally configured Long Short-Term Memory (LSTM). But figuring out the best hyperparameters by trial and error took longer and was more complicated. The research resolved the computational time and complexity by involving Oppositional-based Wild Horse Optimization (OWHO) techniques to identify the optimal hyperparameters for LSTM. The result showed that the proposed technique was better, with an average accuracy of 97.38% in classifying vehicles, which was better than other techniques. [ABSTRACT FROM AUTHOR]

With the rapid and fast-paced life, balancing work pressure is not easy. Many people are affected by mental stress, anxiety, depression and hypertension diseases causing harmful effects in physical and mental disorders. The medical treatment for these diseases cannot affect the root cause. The medicine causes relief in only part of affected portion. Medication may also cause side effect which may further hamper the body part. Music can play a powerful position in assisting us to lead better, fruitful lives. Listening to precise sorts of song notes at precise instances of the day has been proven to be beneficial in preserving top health. Indian songs, with its many Ragas, is understood to be specially healing value. The healing strength of song emanates from the resonance of sure ragas on hormonal and glandular capabilities which produce secretions that preserve the frame balanced and contamination free. This work describes the influence of music therapy on brain for different Indian music. The results showed that the music therapy causes improvement for subject’s blood pressure Improvement over a period of three months’ time. [ABSTRACT FROM AUTHOR]

India inherits a rich culture and heritage with vivid art forms such as music, dance, architecture, sculpture and painting. It is found from the history in India more than sixty-four forms of art have been identified and nurtured till date. Indian music has greater precedence in the world. Music in primitive days marked their beginning with natural language and sound. Music was considered a means for communicating the feelings and emotions. Thus, the natural way of expressing the music gave rise to folklore which imitated the daily activities through songs sung naturally in native language without support of any specific instruments. India being a county with diversified culture and language has more than 100 local languages for which many does not have scripts. Here an attempt is made to bring few such instances of folk songs describing various instances of daily life in the southern India (Karnataka). Kannada being the communicating language has various variants local to the region of living. [ABSTRACT FROM AUTHOR]

Music therapy is the use of music to address the physical, emotional, cognitive and social needs of a group or individual. It emphasises variety of activities, such as listening to melodies, playing an instrument, drumming, writing a song etcetera. The paper reveals the creative and receptive process of therapy designed along with the music perception and its effects. The benefits of music therapy are discussed along with the nada yoga and raga chikitse. The experience of melody in music therapy is elucidated in depth. [ABSTRACT FROM AUTHOR]