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Creating a disparity map using the frames observed by a stereo-camera, after correcting epi-lines, through the use of OpenCV

Python 100.00%
depth-map disparity-map heat-map opencv-python stereo-camera stereo-vision

stero-correspondance-algorithm's Introduction

Stero-Correspondance-Algorithm

Description

This code estimates the depth present in

Getting Started

  • Please ensure the terminal used to run the code is at the root folder of "main.py"
  • Enter the name of the data set to be used these can either be ["curule", "pendulum" , "octagon" ]

Dependencies

  • numpy library, python version 3.X.X needed before running program.
  • cv2 library, opencv is needed before running the program.
  • alive-progress, open-source progress bar before running the program.
pip3 install alive-progress

Installing

  • Download the zip file \ pull all files and extract into any workspace as the code is self-contained and does not require any particular environment.

Executing program

  • Open your IDE in the parent folder of plot_path.py
  • Open your text editor and ensure the python interpreter is at least python version 3.X.X and run the below comand
python3 main.py --Dataset curule
python3 main.py --Dataset pendulum
python3 main.py --Dataset octagon

Results

  • Rectified Epilines Curule

alt text

  • Depth Image Gray Curule

alt text

  • Depth Image Heat Curule

alt text

  • Disparity Image Gray Curule

alt text

  • Disparity Image Heat Curule

alt text

Authors

Sri Sai Charan Velisetti - [email protected]

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