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JongRok Lee's Profile 👋

🌱 I am an Autonomous Driving Perception Engineer!

😄Interests

  • Deep Learning (3D Object Detecion)
  • Sensor Fusion
  • SLAM

🤔Small Project related to Perception

  1. 3D Object Detection TensorRT Inference w/ ROS2
  2. Monocular Lane Keeping System
  3. 2D Object Detection & Position Estimation
  4. Traffic Sign Detection & Driving Algorithm
  5. Performance Evaluation module for Monocular Depth Estimation model
  6. Peudo RGBD SLAM for visualization of vehicle surroundings
  7. Surroud view Monitoring System
  1. Stitching Implementation without OpenCV Stitching API
  2. Implementation of Trajkovic's corner detection algorithm
  3. Calculate Homography Matrix with [DLT + RANSAC] algorithm

JongRok's GitHub stats

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JongRok Lee's Projects

cuda-pointpillars icon cuda-pointpillars

A project demonstrating how to use CUDA-PointPillars to deal with cloud points data from lidar.

darknet53 icon darknet53

Dog & Cat Binary Classification task with the DarkNet53

openpcdet icon openpcdet

OpenPCDet Toolbox for LiDAR-based 3D Object Detection.

pointnet icon pointnet

pytorch implementation for "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.00593

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