This repository is mainly for the assigned projects of Udacity Computer Vision Nano Degree
| Projects | Concepts | Tools |
|---|---|---|
| Facial Keypoint Detection | Computer Vision Pipeline, Image Representation & Classification, Convolutional Filters and Edge Detection, Types of Feature & Image Segmentation, Feature Vectors, CNN Layers and Feature Visualization, Face Detection | OpenCV, PyTorch |
| Image Captioning (in progress) | YOLO, COCO dataset, Transfer Learning, EncoderCNN/DecoderRNN, Word Embeddings | PyTorch, torchvision, nltk |
| Landmark Detection & Tracking (in progress) | SLAM | linear algebra, numpy, pandas, matplotlib, seaborn |