Notes and assignments of the The Complete Self-Driving Car Applied Deep-Learning course from Udemy.
Objectives
Learn to use Deep Learning, Computer Vision and Machine Learning techniques to Build an Autonomous Car with Python.
- Learn to apply Computer Vision and Deep Learning techniques to build automotive-related algorithms
- Understand, build and train Convolutional Neural Networks with Keras
- Simulate a fully functional Self-Driving Car with Convolutional Neural Networks and Computer Vision
- Train a Deep Learning Model that can identify between 43 different Traffic Signs
- Learn to use essential Computer Vision techniques to identify lane lines on a road
- Learn to build and train powerful Neural Networks with Keras
- Understand Neural Networks at the most fundamental perceptron-based level
- A working computer
- No experience required!