Jaideep Singh Bankoti

Deep Learning and CV Researcher @ Preimage | Computer Science, Deep Learning

Role
Deep Learning Researcher at Preimage
Location
Bengaluru, KA, IN
LinkedIn followers
500 followers
Research & DevelopmentView LinkedIn profile

About Jaideep Singh Bankoti

Deep Learning Researcher specializing in 3D vision and geometric machine learning. Over…

Experience

  1. Deep Learning Researcher

    Preimage

    Jul 2021 — Present · Bengaluru, IN

    Deep Point Cloud Segmentation: Research and application of deep learning models to process 3D pointcloud data andsegment segment points into different classes (a patent for this is in proceeding)• Digital Terrain Model: Given an elevation model, generating smooth terrain model accurately and fasterin GPU• CSFiy: Used cloth simulation filterto rectify ground and non ground segments• Procedural Scene Generation: added foliage on scenes using Unreal Engine and replicated Drone Trajectory via AirSim• SegAnnotate: Developed Annotation tool for point cloud segmentation in PyQt• Orthomosaic: Generating 2.5D map of a scene using its elevation model and drone photos

Education

  • St. Theresa School, Kathgodam

    High school

    2009 — 2010

  • College Of Technology, G.B.P.U.A&T, Pantnagar

    Bachelor's degree, Computer Science

    2012 — 2016

  • St. Theresa School, Kathgodam

    Intermediate, PCM + Computer Science (CBSE board)

    2011 — 2012

  • Indian Institute of Technology Gandhinagar

    Master of Technology - MTech, Computer Science

    2019 — 2021

Skills

  • Css
  • C++
  • C
  • Motion Graphic Design
  • Html
  • Core Java
  • After Effects
  • Photoshop

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Jaideep Singh Bankoti — Deep Learning Researcher at Preimage in Bengaluru, KA, IN | Unifers