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Shivam Chourey's Projects

gaussian_pyramid_laplacian_pyramid_fft icon gaussian_pyramid_laplacian_pyramid_fft

Python code for generating Gaussian pyramids and Laplacian pyramids for 5 levels and concatenate the images for displaying the pyramids. Currently, there are no available functions for displaying the pyramid images this way in OpenCV (available in MATLAB though). May not be most elegant way, but does the job. Can be improved upon easily. This code also generates the 2D FFT for the images for spatial frequency analysis

geotag_filtering icon geotag_filtering

This file reads all the '.JPG' files in a folder and reads their geotags. If the latitude and longitude of the image geotags are within a defined range then the file is copied to a subfolder "filtered" created in the same directory as the script file

lane_detection_image_and_video icon lane_detection_image_and_video

This repository contains a two Python-OpenCV files. The file "lane_detetcion_image.py" detected lane in an image, while the file "lane_detection_video.py" detects lanes in a video.

mdp_path_planning icon mdp_path_planning

This repository contains the MATLAB code to devise an optimal policy for the motion of the robot given the obstacles and world boundaries. This file contains implementation to a specific environment wiht known parameters and obstacles, but can easily be modified or generalized for any environment. The code was linked to the V-Rep simulation environment and tested.

template-matching icon template-matching

Template matching using OpenCV in Python. Various levels of noise are added to the input image, and various Gaussian blurring is performed. For all the resultant images, template matching is performed and results are written in an excel file

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