This Udacity clone project is to learn how to build a neural network and how all the individual pieces function together to form a powerful decision-making drone machine.
TensorFlow which is a robust software framework developed by Google to facilitate building deep neural networks is used to abstract away many of the finer details and make life easier are used in this project. However, it is important to have a firm grasp of the fundamentals to understand the choices needed to make in setting various parameters or how to improve the performance of the neural network.
- What is Deep Learning?
- Segmentation Network Implementation and Architecture
- Setup Instructions
- Data Collection
- Results, Limitations and Future Enhancements
- Testing in Simulation
