YOLOv3 on animal tracking

This is a simple GUI made to track objects. In this case I am tracking black mouse and white mouse using YOLOv3. (please click here to learn more about YOLOv3)

Getting started

1. Clone this repository.

2. Download yolo.h5 and place it in the directory yolo_v3_gui\src\keras_yolo3

3. Navigate to the yolo_v3_gui folder and open up command prompt.

4. In the command prompt type in python yolo_GUI.py.

5. A tkinter graphical user interface will pop up.

6. Create a yolo project.

7. Label some images using vott by microsoft.

8. Train model.

9. Apply trained weight on videos/images.

Tutorial

• Labelling using vott