These exercises were cloned from this Udacity github repository. See Udacity's README for further information.
| Exercise | Concepts | Tools |
|---|---|---|
| Convolutional Filters and Edge Detection | Fourier Transforms, edge detection, Hough lines and circles, Haar Cascades | OpenCV, numpy |
| Features and image segmentation | Harris corner and contour detection, k-means color clustering | OpenCV functions |
| Feature Vectors | FAST, BRIEF, ORB, HOG algorithms, feature vectors | OpenCV functions |
| YOLO | YOLO algorithm | OpenCV functions |
| LSTM | LSTMs, character-level text generation | pytorch |
| Transfer Learning | transfer learning | pytorch models and functions |