All assignments done as part of the Computer Vision course at IIIT- Hyderabad during Spring 2021.

Assignment 1

• Implementation of DLT for camera calibration
• Used Zhang's method for camera calibration

Assignment 2

• Image Mosaicing- Stitching images together using SIFT to find matches between two images and consequently estimating the homography matrix.
• Stereo Correspondences

Assignment 3

• Implementation of the famous Grabcut algorithm for image segmentation.

Assignment 4

• Implementation of the famous Viola-Jones algorithm for face detection.

Assignment 5

• Designed a custom CNN using pytorch and analysed the effect of the following hyperparameters-
• With Batch Norm
• Adding new layers
• With Dropout
• Different activation functions at the end
• Different pooling strategies
• Different optimizers
• Basic Augmentation like Rotation, Translation, Color Change
• Used the fastai library to perform transfer learning and train a food-type detection model.