Real-Time Pothole Detection Using MobileNet

This is an educational repository containing the materials of my Final-Year Research Project / Thesis.

It Contains

- Code for Deploy the Model in Android Devices.
- The Thesis Report Source Code Writen in Latex.

It Can

- Detect Potholes in Images and Video Frames.
- Localize the Detected Potholes.
- Generate Alert/Signal to Warn About Potholes.

Used Materials

- Deep Learning
- Transfer Learning
- Fine Tuning
- Convolutional Neural Network
- MobileNet
- SSD (Single Shot Multibox Detector)
- Camera
- Tensorflow