Automated System for Infant Sleep Pattern Analysis and Monitoring

Smart baby cradle is an innovative idea that explores the use of smart technology into newborn care. This gadget uses sensors to automate tasks like cry detection and causes using Mel Spectrogram, temperature and hygiene monitoring system. Using an application for smartphones, parents can get updates in real time maintain an eye on and manage the cradle from a distance. This smart cradle’s has the ability to use AI to predict emotions and identify baby cries. A cradle can differentiate between a variety of cries, including those caused by boredom, discomfort, or hunger, through sound patterns and accompanying sensor data. By managing the temperature and humidity, the cradle’s intelligent systems sustain ideal environmental conditions. Ensuring safety and responsible use of the data gathered on the cradle is essential. To improve the performance and strengthen the precision of identifying emotions and cry classification, AI algorithms namely EfficientnetB7 is employed.