Vehicle-Detection

Setup

Download the following libraries in your environment using pip:

• keras
• tensorflow
• imageai
• opencv

Then create the following folders in the root directory of the project:

• output
• input

Lastly, download the Yolo tensorflow model and insert into the root directory of the project.

Download Link: https://github.com/OlafenwaMoses/ImageAI/releases/download/1.0/yolo.h5

Usage

1. Paste the input video file to process in the input folder
2. Run main.py. Progress in terms of frames-processed will be logged along with prelimary logs.

*Frames processed per second is defaulted to 1, and can be changed by altering the global variable num_frames_per_second

3. Upon script completion message, check the output folder for the overlayed video file and complete logs!