Gesture based controller for Call of Duty : Modern Warfare 2
Hand gesture recognition & hand tracking using VGG16 and OpenCV
Pose Estimation based controller for The Witcher 3
Controls such as mouse movements, walking, attacking, etc. are based on pose estimation
Scalability of Bio-Inspired Credit Assignment Techniques for Deep Learning in Medical Imaging
Exploring the efficacy of the bio inspired credit assignment methods as an alternative to backpropagation
LLM based Information Retrieval System
Developing system to extract information from a given document and use for further processing downstream
Comparison of Encoder-Decoder style Convolution Neural Networks for Brain segmentation in MRI Data
Study of different architectures such as UNet, SegNet and CapsuleNet on the task of Human Brain Segmentation
Skin Lesion Analysis Towards Melanoma Detection (MICCAI: ISIC)
Classification of dermoscopic images into nine different diagnostic categories
Design of image annotation GUI in python to generate training data
UI consisted of two portions, one for displaying/annotating image and second for audio playback
Deep Learning based Image Matting
+ Generates bokeh (portrait) effect in images by extracting foreground
Facial Expression Recognition Video
Uses a pretrained VGG16 for Face Recognition and Expression Recognition
Rudementary Self-driving agent for F1 2015 game
PIL is used to capture game screen and OpenCV is used to detect contours
OCR based Information Extraction
Developing OCR solution for extracting relevant information from invoices
Business Process Flow Design for Insurance Claim Automation
Writing business rules for Kogito business rule engine
Arduino based Videogame Controller
Steering wheel controller for racing games designed using Pyfirmata library
API for Home Automation
API designed to control switching of bulbs based on ambient light in the room
Feature development for an autonomous cleaning robot
Implementation of features related to localization of the robot
Design of an autonomous path planning swarm robot
Development of a single autonomous robot which can be integrated into a swarm
Control Strategy for Furuta Pendulum
Design of observer based control strategy to maintain upright position of pendulum
Design of Pneumatic Upper Body Exo-Skeleton
Primary actuator of the suit was based on pneumatic air-muscles
