previous mnist digit classifier End-to-end project to build, containerize, and deploy a digit recognition application. robotic vision Extracting path features from a spatial map and navigate a mobile car. robotics manipulator Designing a 4 DoF manipulator and deriving its kinematics. fetal movement monitor Master's Project on a multi-modal sensor device to recognise fetal movements using machine learning. autonomous mine navigating robot Programming a robot to navigate a maze using the PIC18F microcontroller. energy saving automatic streetlights Implementing a working microprocessor based system to simulate automated streetlights. menstrual product testing rig Design, make and test project to develop a rig to test menstrual products in a representative and replicable manner.