Data Science Industrial Applications

Real time face detection system is used to detect the faces in real time. The faces are trained using facenet algorithm and if known faces are identified, the name of the face identified is marked along with that the details of the same are stored in a separate CSV file. If new faces other than the trained one is identified, it is marked as unknown and the snapshot of the unknown faces is taken and stored in a separate folder with timeframe details.

Cassava Disease Classification is a mobile based application product to determine the type of disease affected by the Cassava plant. If the users scan the leaf of the plant, that it is affected, then the type of disease is displayed with higher classification accuracy.

Smart Water Monitoring System is an IoT based analytical product developed in the form of Web app to monitor the usage of water in a particular area. The IoT kit is assembled in a particular water tank and the water usage levels is analyzed periodically and the consumption level is visualized in the form of graphs in real time.

Smart Glass for Visually impaired product is developed with the aim of assisting the blind people to do their routine tasks. Person identification system is incorporated in the device and if known persons come before the blind people, their names are intimated through inbuilt earphones. This help the blind people to communicate with the known people as like recognizing them and communicating naturally.

Similar Face Identification System is used to determine the parental relationships from the input images by matching the nose features. The parent, grandparents and grandchildren are identified in the wild by analyzing the similar nose features.

Smart Traffic Analyzer is an AI enabled CCTV camera used to monitor the live traffic and captures the image of license plates of the violating vehicle. Alerts are sent automatically to the owners of violating vehicles based on the reviews of photographic/video evidence

Corona Face Mask Detection System is a deep learning-based application used to detect the wearing of face masks in real time. The application is very much useful in the pandemic situation to alert the people to wear masks in public places.

Wind Energy Analyzer application is used to predict the amount of energy generated from a wind mill if located in correct places. The speed and direction of the wind obtained is provided as input to predict the energy obtained.

Effective Covid-19 Vaccine Distribution plan is a prediction based application to suggest an effective plan to distribute the COVID-19 vaccines to the entire population.