This repository contains the code to the features incorporated in ML/AI challenge of Infosys Digital Makeathon'18, on the use case "ATM Surveillance in Banks" which fetched us the runners up position.
The functions perfomed by our ML/AI model are:
- Face Recognition - Using FaceNet and haar cascades
- Weapon and Skimming Device Detection - using Fast-RCNN
- Helmet and Sunglass Detection - using CNN and haar cascades
An extension to this will be anomalous activity tracking using LSTM and CNN.