Lectures/Presentations
- Intro (levels of autonomous cars), Lidar, Camera, Haar, LBP, HOG, SIFT/SURF, LeNet
- Convolution networks, LeNet, AlexNet, ResNet, RCNN, YOLO
Exercises
1. Python, OpenCV, Template Matching- TASK: Experiments with different TM methods
- TASK: Experiments with different cascadade classifiers, combination of profile and frontal face classifiers + eye classifier
- TASK: Train custom car/vehicle detector
- Training Data
6. Licence Plate Detection/Recognition (using previous data)