NCTU_Computer_Vision

Assignments in NCTU Computer Vision class (ILE5062)

HW1 - Implementation of Camera Calibration

HW2

Hybrid Image

Image Pyramid

Colorizing

HW3 - Automatic Panoramic Image Stitching

Living_room

Roof

Hill

Shanghai

HW4 - Structure from Motion

HW5 - Scene Classifier

Tiny images representation + nearest neighbor classifier: 22% Accuracy

Bag of SIFT representation + nearest neighbor classifier: 59% Accuracy

Bag of SIFT representation + linear SVM classifier: 63% Accuracy

Deep Learning - Convolution Neural Network: 96% Accuracy