Object detection system inspired from YOLOv2.
Aim: provide a system that aids the visually impaired persons in using any public transport system, independent of any infrastructure by providing information about busses or cars or about the registration plate of the vehicle (useful when using applications similar to Uber).
Bounding box color meanings:
Red: Bus
Green: Car
Blue: License plate
Final demo
Early stages presentation
Dataset used: Open Images Dataset v4
Data augmentation:
- Mosaic
- Cutout
- Random hue
- Random brightness
- Random saturation
- Random contrast
Anchors generated using K-means
