Aman Kumar Singh

Projects

• LiDAR Data Segmentation and Labeling
  Prof. Bharat Lohani, Department of Civil Engineering, IIT Kanpur
  Semester 2022-23-II | CE676A Project
  Developed high-quality labeled data for training deep learning models in LiDAR point cloud segmentation using CloudCompare. Addressed labeling inaccuracies and reduced manual classification errors.
  [slides, report]
• Finding Optimal Sites for Check Dams using Analytical Hierarchy Process (AHP)
  Prof. Bharat Lohani, Department of Civil Engineering, IIT Kanpur
  Semester 2022-23-II | CE432A Project
  Team: Aman Kumar Singh, Tarun Yadav, Ritik Raj, Nikhil Singh & Utkarsh Srivastava
  Identified optimal sites for check dams using AHP in Chehalka, Haryana, by evaluating soil type, geomorphology, runoff coefficient, slope, and stream order on a watershed basis.
  [slides, report]
• Lit. Review: LiDAR-Based Detection and Tracking of Pedestrians and Vehicles on Road
  Prof. Aditya Medury, Department of Civil Engineering, IIT Kanpur
  Semester 2023-24-II | CE687 Literature Review
  Conducted a literature review on LiDAR-based detection and tracking of pedestrians and vehicles. Designed a study specific to India’s unique traffic conditions to explore potential research gaps.
  [literature review]
• Undergraduate Project (UGP-I): Survey Camp at Arogyadham DRI Chitrakoot
  Prof. Onkar Dikshit, Department of Civil Engineering, IIT Kanpur
  Semester 2022-23-II | CE332A Survey Camp
  Team: Aman Kumar Singh, Alok Kumar Mishra, Ayush Pratap Singh, Divyansh Patel & Ravi Kumar
  Conducted a comprehensive survey of Aarogyadham, Chitrakoot, establishing 12 control points and creating a detailed topographic map. Performed Juno mapping of Kamadgiri hills and profiled a 315 m road stretch.
  [slides, report, topo map, juno map]
• Digital Twins in Construction Management
  Prof. Chirag Kothari, Department of Civil Engineering, IIT Kanpur
  Semester 2023-24-I | CE441B Industry Seminar Presentation & Report
  Examined applications of Digital Twins in urban planning and construction 4.0. Delivered a seminar on the benefits and industrial use cases of digital twin technologies for smarter city management.
  [slides, report]
• Deep Learning for Deepfakes Creation and Detection
  Prof. Nishchal K. Verma, Department of Electrical Engineering, IIT Kanpur
  Semester 2023-24-II | EE656 Term Project
  Surveyed deep learning algorithms used in the creation and detection of deepfakes along with addressing privacy and security challenges posed by these technologies.
  [slides, report]