ComputerVision_Udacity

Contents

1. Introduction to CV

   1. Image Representation and Classification
   2. Convolutional Filters and Edge Detection
   3. Image Features and Segmentation
   4. Feature Vector
   5. CNN Layers and Feature Visualization
      PROJECT 1 - Facial Keypoint Detection

2. Advanced CNN

   1. YOLO
   2. LSTM and RNN
      Project 2 - Image Captioning

3. Object Tracking and Localization
   Project 3 - SLAM