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Nalin Raut's Projects

3d-points-on-image icon 3d-points-on-image

This repository implements a method to project points in 3D-space(collected from a Velodyne LiDAR) on to an image captured from a RGB Camera.

carnd-lane_lines icon carnd-lane_lines

This repository contains the implementation of Finding Lane Lines project as a part of the Udacity Self Driving Car Engineer Nanodegree.

carnd-traffic_sign_classifier icon carnd-traffic_sign_classifier

This repository contains the implementation of Traffic Sign Classifier project as a part of the Udacity Self Driving Car Engineer Nanodegree.

disparity icon disparity

This implementation takes in two images with epipolar rectification and computes the disparity between the images. For a stereo pair, intrinsic parameters must be known in order to rectify the images and in consecutive monocular images, both intrinsic and extrinsic parameters must be known for epipolar rectification.

indoor-scene-recognition icon indoor-scene-recognition

This repository contains codes and project report for Indoor Scene Recognition project implemented using CNN in MATLAB.

kalman-and-bayesian-filters-in-python icon kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

loam_velodyne icon loam_velodyne

Laser Odometry and Mapping (Loam) is a realtime method for state estimation and mapping using a 3D lidar.

misc_utils icon misc_utils

The repository consists of different utility scripts. Example: Extracting point cloud data or pose from ZED camera

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