Assignments and Projects done in Computer Vision (CSL7360) course
->Assignment 1: Convolutions using Gaussian, median, Laplacian filters for noise reduction. Use of Sharpening and Edge detection filters.
->Assignemet 2: Camera Calibration, Harris Corner Detection, Image Stiching/Panaroma.
->Assignment 3: Stereo Vision, Object Detection and Tracking using pretrained Viola Jones, Training 2 layer neural network by using the following features. A. Scale Invariant Feature Transform (SIFT) B. Linear Binary Pattern C. AlexNet D. ResNet18
->Crowd Counting Project: Density map estimation by U-Net segmentation model for crowd counting.
Instructor: Prof. Mayank Vatsa, Department of Computer Science and Engineering, Indian Institute of Technology, Jodhpur