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Computer Vision Assignments - Spring 2018

Contents

  1. Assignment-1
  • Hybrid Image.
  • Corner Detection.
  • Scale space Blob Detection.
  1. Assignment-2: Scene Classifiers
  • Bag of Visual words model and nearest neighbours classifier(kNN).
  • Bag of Visual words model and a discriminative classifer(SVM).
  • Transfer Learning using ResNet50 pretrained weights on ImageNet.
  • Transfer Learning using VGG16 pretrained weights on ImageNet.
  • Transfer Learning using GoogleNet pretrained weights on ImageNet.
  1. Assignment - 3
  • Vanishing point detection.
  • Single-view metrology. Finding height of an object in an image, using height of an reference object.
  • Image stitching.

Contributors

M R Abhishek and K Vagdevi

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Computer Vision - Impemented algorithms - Hybrid image, Corner detection, Scale space blob detection, Scene classifiers, Vanishing point detection, Finding height of an object, Image stitching.

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