This repo contains several key projects I worked on in my Computer Vision course.
- Facial Recognition: Developed a facial recognition algorithm from scratch with the Yale-Face Dataset. Based on eigenfaces method.
- Bag of Words & CNN: Developed a custom bag of words algorithm to do object classification and compared the results to two neural networks ResNet & VGG16
- 3D Reconstruction: Completed a 3D reconstruction via point clouds and the SIFT algorithm
- Billboard Homography: Simply used homography to project an image onto any billboard within a picture.