aarjunsrinivasan / LEAST-SQUARES-and-RANSAC-FITTING

LEAST SQUARES AND RANSAC

ENPM 673-HW1

Authors

• Arjun Srinivasan
• Arun Kumar
• Praveen

Dependencies

• python3
• Matplotlib
• Numpy

Procedure to run the Codes:

Run the python files from the code folder which contains all the codes.

python3 LeastSquareCurveFitting.py 

which discusses Least Squares,Total Least Squares and Least Squares with regularization and run

python3 RANSAC_LS.py 

which discusses RANSAC function for the given datasets

For Singular Value Decomposition,Run

python SVD.py 

Figure 1 - Least Squares Curve tting using Regularization for Dataset 1 and Dataset 2

In order to get more information visit the below GitHub link: https://github.com/aarjunsrinivasan/sarjun_hw1