- Introduction to Computer Vision
- Advanced Computer Vision & Deep Learning
- Object Tracking and Localization
- Deep Learning with PyTorch
- Fully-Convolutional Neural Networks & Semantic Segmentation
- Deep Learning for Cancer Detection
- C++ Programming
Project 1: Facial Keypoint Detection
In this project, we had to use image processing techniques and deep learning to recognize faces and facial keypoints, such as the location of the eyes and mouth on a face.
Project 2: Image Captioning
In this project, we had to combine CNN and RNN knowledge to build a network that automatically produces captions, given an input image.
Project 3: Landmark Detection & Tracking
In this project, we had to use sensor data to localize a robot and build a map of the environment with SLAM.
Exercises on Extra Curricular content or topics not covered on the projects
Labs for lessons on how to use PyTorch for building deep learning models.
Mini-Project about Robot Localization.
Lab for optional lesson about Vehicle Motion.
Click here to see the certificate