Research Work
My research work focuses on deep learning applications for language and vision tasks including human motion understanding and 3D reconstruction. I am also working on neural network optimization for deployment on edge devices such as smartphones.
Shape2.5D: A Dataset of Texture-less Surfaces for Depth and Normals Estimation (2024)
Preprint RGB-D Blender Depth Estimation Normal Estimation Texture-less SurfacesSituational Instructions Database: Task Guidance in Dynamic Environments (2024)
Preprint Situational Awareness Task Guidance NLPICDAR Workshops Bank Checks Object Detection Signature Verification Security Dataset
Continual Human Pose Estimation for Incremental Integration of Keypoints and Pose Variations (2024)
Preprint Human Pose Estimation Continual Learning Regularization DistillationClassroom-Inspired Knowledge Distillation with Adaptive Peer Ranking (2024)
Preprint Knowledge Distillation Peer Ranking Adaptive Teaching Image ClassificationPreprint Human Pose Estimation Multi-Teacher Distillation Unified Skeleton
Featured Projects
In addition to ML research, I work as a hobbyist software developer with most work in Android app development. Some of my featured projects are listed below:
Authentica: Signature Verification System
Eduistein: Smart School App
Doodle: A Simple Paint App
RECatalyst: Better Project Management
Tiled: Tilemaps on Android
Dig Deeper
Head over to my GitHub profile to peek behind the scenes. Most of my projects are open-source.
Most Frequently Used Programming Languages on GitHub
C C++ HTML Hack Java JavaScript Kotlin Python
My Top-10 Repos
Want to contribute? Check out my top-10 repos on GitHub.
- signature-extraction Program to extract signatures from documents.
- paint A minimalistic paint application for Android.
- Shape25D Code for "Shape2.5D: A Dataset of Texture-less Surfaces for Depth and Normals Estimation" by Khan et al.
- versign-core Signature verification tool, for performing offline signature verification using writer independent features.
- ssbi-dataset Synthetic Signature Bank Check Images Dataset
- huntrek HunTrek is an Augmented Reality (AR) based treasure hunt game developed in Android Studio.
- bcsd Data loaders and code samples for using the BCSD dataset.
- basic-sat BasicSAT is a very limited and naive SAT Solver written in Python.
- vread-android Tembyr is an social network for book readers.
- video-sentiments An ML program to analyze sentiments in videos of people speaking.