According to the NRCB, a report submitted in the year 2020 a total of 1,08,564 missing children cases are filed. The percentage of tracing the missing children is very low. India is the second most populated nation with most of its number in youth and the number of missing children cases is increasing. This paper boons an innovative use of deep learning models for finding informed missing children from the pictures of the system database, using face recognition. The community is allowed to upload snapshots of a doubtful child into a community portal with found location and contact details. The snapshot will be accordingly compared with the system database of the registered missing children and the photo with the matched facial features will be selected from the system database and displayed

Face Recognition, CNN network, K-NN classifier, Training, Deep learning, Searching