theshubhamarya / computer-vision

This repository contains my work for CSE 4310 Computer Vision course in Spring 2022 with Professor Alex Dilhoff at UTA.

Computer-Vision

This repository contains my work for CSE 4310 Computer Vision course in Spring 2022 with Professor Alex Dilhoff at UTA.

Assignment 1

This assignment covers image processing including changing color spaces and basic image transformations.

Assignment 2

This assignment covers image stitching using SIFT, RANSAC, and warping images.

Assignment 3

This assignment covers object detection using Kalman Filters.

Assignment 4

This assignment is over all convolution net, convolutional neural networks, transfer learning and regularization using pytorch.

Bilinear interpolation

A sampling technique that uses neighboring pixel values when resizing an image to give a smoother effect.