Saniea Akhtar

Subjects: Machine Learning, Introduction to Embedded Systems, Information Retrieval, Mobile Robotics, Wireless Sensor Systems, Modelling and Systems Identification Master Thesis: “Development of a Fine-Grained Vehicle Classification System in a Hierarchical Framework” - Developed, implemented, and analyzed a deep neural network capable of reaching state-of-the-art results for a fine-grained vehicle classification (FGVC) task with a special focus on network training methods using Keras

Subjects: Digital Image Processing, Electrical Circuit Analysis, Electromechanical Systems, Control Systems and Design, Microcontroller Programming in Assembly Bachelor Thesis: “System Design for Remotely Controlled All-Terrain Security Vehicle” - Contributed to the design and realization of a novel control system for a modularized vehicle that enabled it to be remotely started, steered, and stopped within a certain control range