Vasu Gupta
Bio
Personal Projects

Personal and Academic Projects

Computer Vision and Deep Learning Projects

  • TensorFlow Developer Certificate from TensorFlow Link

  • DeepLearning.AI TensorFlow Developer Professional Certificate ( 4 courses ) from Coursera Link

  • DeepLearning.AI Deep Learning Specialization ( 5 courses ) from Coursera Link

  • DeepLearning.AI Generative Adversarial Networks (GANs) Specialization ( 3 courses ) from Coursera Link

  • University of Michigan Python for Everybody Specialization ( 5 courses ) from Coursera Link

  • Real-Time Face Detection using OpenCV Code

  • Faster Real-Time Video Processing using Multi-Threading in Python Code Blog

  • Video Activity Recognition using 3D ResNet model Code Blog

  • Neural Style Transfer using TensorFlow Code Blog

  • Convolutional Neural Network Visualizer Code

  • Transfer Learning example using ResNet-50 architecture Code

  • Image Classifier for The Street View House Numbers (SVHN) Dataset Code

  • A Simple CNN Image Classifier for Cifar-10 dataset Code

Arduino Projects

  • RFID Based Attendance System Code

  • Smartphone Controlled Robotics Car Code

  • Collision Avoidance Robotics Car Code

  • Gesture Controlled Robotics Car Code

  • Smart Door Lock based on Fingerprint Authentication Code

  • Smart Home Automation System Code

  • Water Overflow Detector (Without Arduino) Code

Electromagnetics Projects

  • Implementation of Finite Difference Frequency Domain and Finite Difference Time Domain methods in Matlab for solving 2D problems like transmission spectrum, absorption cross section, etc.

  • Study on Wireless Power Transfer and implementation of 2D FDFD eigenmode solver in Matlab. (group project) PDF

  • Research and analysis of different excitations signals which could be used to improve the simulation speed and accuracy of time domain simulations in CST Microwave Studio.

  • Comparison and analysis of DC results of CST Microwave Studio(high frequency solver) with CST EM Studio(low frequency solver).

Hardware and Circuit Design Projects

  • Design of a low phase noise voltage controlled oscillator circuit in CMOS technology. Simulations were performed in Cadence Virtuoso.

  • Optimisation of a differential MOS amplifier and current bias circuit for maximising gain and bandwidth and reducing power consumption. Simulations were performed in HSpice. (group project)

  • Built a bouncing robot which could respond to light and sound inputs and actuate motors and produce sound.(edX course: Electronic Interfaces)

Signal Processing and Wireless Communications Projects

  • Implementation of Synthetic Aperture Radar Imaging (SAR) algorithm in Matlab.

  • Implementation of different Machine Learning algorithms for Prediction and Analysis of Cardiac Arrhythmia.(group project) PDF

  • Literature survey of the channel capacity of wireless channels under different conditions like fading environment, CSI at receiver and transmitter, MIMO systems, etc. PDF