Repository files navigation All assignments done as part of the Computer Vision course at IIIT- Hyderabad during Spring 2021.
Implementation of DLT for camera calibration
Used Zhang's method for camera calibration
Image Mosaicing- Stitching images together using SIFT to find matches between two images and consequently estimating the homography matrix.
Stereo Correspondences
Implementation of the famous Grabcut algorithm for image segmentation.
Implementation of the famous Viola-Jones algorithm for face detection.
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.
About
A collection of assignments done during the Computer Vision course at IIIT-H during Spring 2021.
Topics
Resources
Stars
Watchers
Forks
You can’t perform that action at this time.